{"id":115,"date":"2021-11-07T22:19:14","date_gmt":"2021-11-07T22:19:14","guid":{"rendered":"https:\/\/ober-demo.bslthemes.com\/?page_id=115"},"modified":"2025-07-28T06:54:12","modified_gmt":"2025-07-28T06:54:12","slug":"home","status":"publish","type":"page","link":"https:\/\/troyberry.dev\/","title":{"rendered":"Home"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"115\" class=\"elementor elementor-115\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5928fe4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5928fe4\" data-element_type=\"section\" data-e-type=\"section\" id=\"started-section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f7cb440\" data-id=\"f7cb440\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-e6ecb78 elementor-widget elementor-widget-ober-hero-image\" data-id=\"e6ecb78\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ober-hero-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<!-- Section Hero Started -->\n\t\t<div class=\"section hero-started\">\n\t\t\t\t\t\t<div class=\"slide scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t<img decoding=\"async\" src=\"https:\/\/troyberry.dev\/wp-content\/uploads\/2025\/07\/Colorful-Gradient-Background-Man-3D-Avatar.png\" alt=\"\" \/>\n\t\t\t\t<span class=\"circle circle-1\">\n\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"749px\" height=\"375px\"><path fill-rule=\"evenodd\" fill=\"#ff8059\" d=\"M749.000,0.000 C749.000,206.786 581.459,374.514 374.608,374.514 C167.758,374.514 -0.000,206.786 -0.000,0.000 \"\/><\/svg>\n\t\t\t\t<\/span>\n\t\t\t\t<span class=\"circle circle-2\">\n\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"416px\" height=\"209px\"><path fill-rule=\"evenodd\"  fill=\"#3aafc9\" d=\"M-0.000,209.000 C-0.000,94.252 93.051,0.745 207.835,0.745 C322.619,0.745 416.000,94.252 416.000,209.000 \"\/><\/svg>\n\t\t\t\t<\/span>\n\t\t\t\t<span class=\"circle circle-3\">\n\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"416px\" height=\"209px\"><path fill-rule=\"evenodd\"  fill=\"#b9d1e4\" d=\"M-0.000,209.000 C-0.000,94.252 93.051,0.745 207.835,0.745 C322.619,0.745 416.000,94.252 416.000,209.000 \"\/><\/svg>\n\t\t\t\t<\/span>\n\t\t\t\t<span class=\"circle circle-4\">\n\t\t\t\t\t<svg  xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"121px\" height=\"241px\"><path fill-rule=\"evenodd\"  fill=\"#676cdb\" d=\"M0.000,0.000 C66.624,0.000 120.402,54.096 120.402,120.733 C120.402,187.371 66.624,241.000 0.000,241.000 \"\/><\/svg>\n\t\t\t\t<\/span>\n\t\t\t\t<span class=\"circle circle-5\">\n\t\t\t\t\t<svg  xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"232px\" height=\"117px\"><path fill-rule=\"evenodd\"  fill=\"rgb(255, 208, 65)\" d=\"M232.000,0.000 C232.000,64.151 180.376,116.580 116.238,116.580 C52.100,116.580 0.000,64.151 0.000,0.000 \"\/><\/svg>\n\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"content\">\n\t\t\t\t\t\t\t\t<div class=\"titles\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"subtitle splitting-text-anim-2 scroll-animate\" data-splitting=\"chars\" data-animate=\"active\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tAI\/ML Engineer\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"title splitting-text-anim-1 scroll-animate\" data-splitting=\"chars\" data-animate=\"active\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tKermit Troy <br>Berry\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"description scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t\t\t<div >\n\t\t\t\t\t\t<p>Building end\u2011to\u2011end AI pipelines with Python, TensorFlow, PyTorch, and Scikit\u2011Learn containerized in Docker and orchestrated with Kubernetes.<\/p>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"social-links\">\n\t\t\t\t\t\t\t\t\t\t\t\t<a  target=\"_blank\" rel=\"nofollow\" href=\"#\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-twitter\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M459.37 151.716c.325 4.548.325 9.097.325 13.645 0 138.72-105.583 298.558-298.558 298.558-59.452 0-114.68-17.219-161.137-47.106 8.447.974 16.568 1.299 25.34 1.299 49.055 0 94.213-16.568 130.274-44.832-46.132-.975-84.792-31.188-98.112-72.772 6.498.974 12.995 1.624 19.818 1.624 9.421 0 18.843-1.3 27.614-3.573-48.081-9.747-84.143-51.98-84.143-102.985v-1.299c13.969 7.797 30.214 12.67 47.431 13.319-28.264-18.843-46.781-51.005-46.781-87.391 0-19.492 5.197-37.36 14.294-52.954 51.655 63.675 129.3 105.258 216.365 109.807-1.624-7.797-2.599-15.918-2.599-24.04 0-57.828 46.782-104.934 104.934-104.934 30.213 0 57.502 12.67 76.67 33.137 23.715-4.548 46.456-13.32 66.599-25.34-7.798 24.366-24.366 44.833-46.132 57.827 21.117-2.273 41.584-8.122 60.426-16.243-14.292 20.791-32.161 39.308-52.628 54.253z\"><\/path><\/svg>\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t<a  target=\"_blank\" rel=\"nofollow\" href=\"#\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-dribbble\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.252 8 8 119.252 8 256s111.252 248 248 248 248-111.252 248-248S392.748 8 256 8zm163.97 114.366c29.503 36.046 47.369 81.957 47.835 131.955-6.984-1.477-77.018-15.682-147.502-6.818-5.752-14.041-11.181-26.393-18.617-41.614 78.321-31.977 113.818-77.482 118.284-83.523zM396.421 97.87c-3.81 5.427-35.697 48.286-111.021 76.519-34.712-63.776-73.185-116.168-79.04-124.008 67.176-16.193 137.966 1.27 190.061 47.489zm-230.48-33.25c5.585 7.659 43.438 60.116 78.537 122.509-99.087 26.313-186.36 25.934-195.834 25.809C62.38 147.205 106.678 92.573 165.941 64.62zM44.17 256.323c0-2.166.043-4.322.108-6.473 9.268.19 111.92 1.513 217.706-30.146 6.064 11.868 11.857 23.915 17.174 35.949-76.599 21.575-146.194 83.527-180.531 142.306C64.794 360.405 44.17 310.73 44.17 256.323zm81.807 167.113c22.127-45.233 82.178-103.622 167.579-132.756 29.74 77.283 42.039 142.053 45.189 160.638-68.112 29.013-150.015 21.053-212.768-27.882zm248.38 8.489c-2.171-12.886-13.446-74.897-41.152-151.033 66.38-10.626 124.7 6.768 131.947 9.055-9.442 58.941-43.273 109.844-90.795 141.978z\"><\/path><\/svg>\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t\t<a  target=\"_blank\" rel=\"nofollow\" href=\"#\">\n\t\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-behance\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M232 237.2c31.8-15.2 48.4-38.2 48.4-74 0-70.6-52.6-87.8-113.3-87.8H0v354.4h171.8c64.4 0 124.9-30.9 124.9-102.9 0-44.5-21.1-77.4-64.7-89.7zM77.9 135.9H151c28.1 0 53.4 7.9 53.4 40.5 0 30.1-19.7 42.2-47.5 42.2h-79v-82.7zm83.3 233.7H77.9V272h84.9c34.3 0 56 14.3 56 50.6 0 35.8-25.9 47-57.6 47zm358.5-240.7H376V94h143.7v34.9zM576 305.2c0-75.9-44.4-139.2-124.9-139.2-78.2 0-131.3 58.8-131.3 135.8 0 79.9 50.3 134.7 131.3 134.7 61.3 0 101-27.6 120.1-86.3H509c-6.7 21.9-34.3 33.5-55.7 33.5-41.3 0-63-24.2-63-65.3h185.1c.3-4.2.6-8.7.6-13.2zM390.4 274c2.3-33.7 24.7-54.8 58.5-54.8 35.4 0 53.2 20.8 56.2 54.8H390.4z\"><\/path><\/svg>\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<div class=\"info-list\">\n\t\t\t\t<ul>\n          \t\t\t\t\t\t<li class=\"scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\t\tBorn in <strong>Houston<\/strong>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\t\tExperience <strong>5+ Years<\/strong>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\t\tDate of Birth <strong>27 June 1992<\/strong>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-3d17001 elementor-section-full_width section-bg section-parallax-1 elementor-section-height-default elementor-section-height-default\" data-id=\"3d17001\" data-element_type=\"section\" data-e-type=\"section\" id=\"about-section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f380a5d\" data-id=\"f380a5d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e780b82 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e780b82\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-8a1bbab\" data-id=\"8a1bbab\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-56e9e7d elementor-widget elementor-widget-ober-section-heading\" data-id=\"56e9e7d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ober-section-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<!-- Section Heading -->\n\t\t\t\t<div class=\"m-titles\">\n\t\t\t<div class=\"m-title splitting-text-anim-1 scroll-animate\" data-splitting=\"chars\" data-animate=\"active\">\n\t\t\t\t<span >\n\t\t\t\t\tAbout Me\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-9fc095d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"9fc095d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-custom\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-c350580\" data-id=\"c350580\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b56e66d elementor-widget elementor-widget-ober-about-numbers\" data-id=\"b56e66d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ober-about-numbers.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<!-- Section numbers -->\n\t\t\t\t<div class=\"numbers-items\">\n\t\t\t\t\t    <div class=\"numbers-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t    \t\t\t    \t<div class=\"icon\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-check-circle\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm0 48c110.532 0 200 89.451 200 200 0 110.532-89.451 200-200 200-110.532 0-200-89.451-200-200 0-110.532 89.451-200 200-200m140.204 130.267l-22.536-22.718c-4.667-4.705-12.265-4.736-16.97-.068L215.346 303.697l-59.792-60.277c-4.667-4.705-12.265-4.736-16.97-.069l-22.719 22.536c-4.705 4.667-4.736 12.265-.068 16.971l90.781 91.516c4.667 4.705 12.265 4.736 16.97.068l172.589-171.204c4.704-4.668 4.734-12.266.067-16.971z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"num\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\t23\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"title\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tCompleted <br>Project\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t    <div class=\"numbers-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t    \t\t\t    \t<div class=\"icon\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-smile-beam\" viewBox=\"0 0 496 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M248 8C111 8 0 119 0 256s111 248 248 248 248-111 248-248S385 8 248 8zm0 448c-110.3 0-200-89.7-200-200S137.7 56 248 56s200 89.7 200 200-89.7 200-200 200zm84-143.4c-20.8 25-51.5 39.4-84 39.4s-63.2-14.3-84-39.4c-8.5-10.2-23.6-11.5-33.8-3.1-10.2 8.5-11.5 23.6-3.1 33.8 30 36 74.1 56.6 120.9 56.6s90.9-20.6 120.9-56.6c8.5-10.2 7.1-25.3-3.1-33.8-10.2-8.4-25.3-7.1-33.8 3.1zM136.5 211c7.7-13.7 19.2-21.6 31.5-21.6s23.8 7.9 31.5 21.6l9.5 17c2.1 3.7 6.2 4.7 9.3 3.7 3.6-1.1 6-4.5 5.7-8.3-3.3-42.1-32.2-71.4-56-71.4s-52.7 29.3-56 71.4c-.3 3.7 2.1 7.2 5.7 8.3 3.4 1.1 7.4-.5 9.3-3.7l9.5-17zM328 152c-23.8 0-52.7 29.3-56 71.4-.3 3.7 2.1 7.2 5.7 8.3 3.5 1.1 7.4-.5 9.3-3.7l9.5-17c7.7-13.7 19.2-21.6 31.5-21.6s23.8 7.9 31.5 21.6l9.5 17c2.1 3.7 6.2 4.7 9.3 3.7 3.6-1.1 6-4.5 5.7-8.3-3.3-42.1-32.2-71.4-56-71.4z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"num\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\t65\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"title\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tHappy <br>Clients\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t    <div class=\"numbers-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t    \t\t\t    \t<div class=\"icon\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-far-gem\" viewBox=\"0 0 576 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M464 0H112c-4 0-7.8 2-10 5.4L2 152.6c-2.9 4.4-2.6 10.2.7 14.2l276 340.8c4.8 5.9 13.8 5.9 18.6 0l276-340.8c3.3-4.1 3.6-9.8.7-14.2L474.1 5.4C471.8 2 468.1 0 464 0zm-19.3 48l63.3 96h-68.4l-51.7-96h56.8zm-202.1 0h90.7l51.7 96H191l51.6-96zm-111.3 0h56.8l-51.7 96H68l63.3-96zm-43 144h51.4L208 352 88.3 192zm102.9 0h193.6L288 435.3 191.2 192zM368 352l68.2-160h51.4L368 352z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"num\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\t14\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"title\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tAwards <br>Won\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-fe77774\" data-id=\"fe77774\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3bd13be elementor-widget elementor-widget-ober-about-profile\" data-id=\"3bd13be\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ober-about-profile.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<!-- Section Profile -->\n\t\t<div class=\"profile-box\">\n\n\t\t\t\t\t\t<div class=\"text scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t<div >\n\t\t\t\t\t<p data-start=\"393\" data-end=\"616\"><strong data-start=\"393\" data-end=\"423\">Hi, I\u2019m Kermit Troy\u202fBerry.<\/strong><br data-start=\"423\" data-end=\"426\" \/>I\u2019ve been engineering scalable AI\/ML pipelines since 2017, specializing in deep learning model training, MLOps automation, and production deployments with Docker, Kubernetes, and MLflow.<\/p><p data-start=\"621\" data-end=\"769\">My end\u2011to\u2011end solutions from demand forecasting systems to real\u2011time telemetry ingestion help turn complex data into actionable insights at scale.<\/p>\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<a href=\"\/contact\/\" class=\"btn scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\tContact Me\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t<!-- slide -->\n\t\t\t<div class=\"signature scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t<img decoding=\"async\" src=\"\" alt=\"\" \/>\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0812a25 elementor-section-full_width section-parallax-2 elementor-section-height-default elementor-section-height-default\" data-id=\"0812a25\" data-element_type=\"section\" data-e-type=\"section\" id=\"resume-section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e0cfaf1\" data-id=\"e0cfaf1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-8d448ac elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"8d448ac\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-8fd61fc\" data-id=\"8fd61fc\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-fdbeb1f elementor-widget elementor-widget-ober-section-heading\" data-id=\"fdbeb1f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ober-section-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<!-- Section Heading -->\n\t\t\t\t<div class=\"m-titles\">\n\t\t\t<div class=\"m-title splitting-text-anim-1 scroll-animate\" data-splitting=\"chars\" data-animate=\"active\">\n\t\t\t\t<span >\n\t\t\t\t\tMy Resume\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-7994a41 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7994a41\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-custom\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-9ef002f\" data-id=\"9ef002f\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-813ce77 elementor-widget elementor-widget-ober-description\" data-id=\"813ce77\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ober-description.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<!-- Description -->\n    \t\t\t\t<div class=\"text scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t<div >\n\t\t\t\t<p>Strategic Senior Machine Learning Engineer with over six years of experience architecting and deploying scalable AI\/ML solutions across Snowflake, Splunk, and C3.ai platforms. Expert in Python, PyTorch, TensorFlow, MLflow, Apache Kafka, and MLOps best practices (Docker, Kubernetes, Jenkins, CI\/CD), delivering end to end pipelines from real time data ingestion to RESTful model deployment. Proven track record boosting demand forecast accuracy by 22%, reducing incident resolution time by 25%, and driving 15% energy savings through closed loop control systems all while ensuring GDPR and HIPAA compliance. Holds a B.S. in Computer Science from the University of Houston (2018) and has mentored junior engineers on enterprise-grade MLOps workflows.<\/p>\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-eb38117 elementor-widget elementor-widget-ober-skills\" data-id=\"eb38117\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ober-skills.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<!-- Skills -->\n\t\t\t\t<div class=\"skills-items\">\n\t\t\t\t\t\t<div class=\"p-title scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t<span >\n\t\t\t\t\tSKILLS\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t\t    <div class=\"skills-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t<span >\n\t\t\t\t\t\tPython \t\t\t\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dots dots-90\">\n\t\t\t\t\t<div class=\"dots-row\">\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"value\"><span class=\"num\">90%<\/span><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t    <div class=\"skills-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t<span >\n\t\t\t\t\t\tMLflow\t\t\t\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dots dots-85\">\n\t\t\t\t\t<div class=\"dots-row\">\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"value\"><span class=\"num\">85%<\/span><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t    <div class=\"skills-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t<span >\n\t\t\t\t\t\tPyTorch \t\t\t\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dots dots-80\">\n\t\t\t\t\t<div class=\"dots-row\">\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"value\"><span class=\"num\">80%<\/span><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t    <div class=\"skills-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t<span >\n\t\t\t\t\t\tTensorFlow \t\t\t\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dots dots-95\">\n\t\t\t\t\t<div class=\"dots-row\">\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"value\"><span class=\"num\">95%<\/span><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t    <div class=\"skills-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t<span >\n\t\t\t\t\t\tRESTful APIs\t\t\t\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"dots dots-85\">\n\t\t\t\t\t<div class=\"dots-row\">\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t\t<div class=\"dot\"><\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"value\"><span class=\"num\">85%<\/span><\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ddf4ec7 elementor-widget elementor-widget-ober-services\" data-id=\"ddf4ec7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ober-services.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<!-- Services -->\n    \t\t<div class=\"p-title scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t<span >\n\t\t\t\tSERVICES\t\t\t<\/span>\n\t\t<\/div>\n\t\t    \t\t<div class=\"services-items\">\n\t\t\t      <div class=\"services-col\">\n  \t\t  <div class=\"services-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n  \t\t    \t  \t\t    \t<div class=\"icon\">\n  \t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-aws\" viewBox=\"0 0 640 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M180.41 203.01c-.72 22.65 10.6 32.68 10.88 39.05a8.164 8.164 0 0 1-4.1 6.27l-12.8 8.96a10.66 10.66 0 0 1-5.63 1.92c-.43-.02-8.19 1.83-20.48-25.61a78.608 78.608 0 0 1-62.61 29.45c-16.28.89-60.4-9.24-58.13-56.21-1.59-38.28 34.06-62.06 70.93-60.05 7.1.02 21.6.37 46.99 6.27v-15.62c2.69-26.46-14.7-46.99-44.81-43.91-2.4.01-19.4-.5-45.84 10.11-7.36 3.38-8.3 2.82-10.75 2.82-7.41 0-4.36-21.48-2.94-24.2 5.21-6.4 35.86-18.35 65.94-18.18a76.857 76.857 0 0 1 55.69 17.28 70.285 70.285 0 0 1 17.67 52.36l-.01 69.29zM93.99 235.4c32.43-.47 46.16-19.97 49.29-30.47 2.46-10.05 2.05-16.41 2.05-27.4-9.67-2.32-23.59-4.85-39.56-4.87-15.15-1.14-42.82 5.63-41.74 32.26-1.24 16.79 11.12 31.4 29.96 30.48zm170.92 23.05c-7.86.72-11.52-4.86-12.68-10.37l-49.8-164.65c-.97-2.78-1.61-5.65-1.92-8.58a4.61 4.61 0 0 1 3.86-5.25c.24-.04-2.13 0 22.25 0 8.78-.88 11.64 6.03 12.55 10.37l35.72 140.83 33.16-140.83c.53-3.22 2.94-11.07 12.8-10.24h17.16c2.17-.18 11.11-.5 12.68 10.37l33.42 142.63L420.98 80.1c.48-2.18 2.72-11.37 12.68-10.37h19.72c.85-.13 6.15-.81 5.25 8.58-.43 1.85 3.41-10.66-52.75 169.9-1.15 5.51-4.82 11.09-12.68 10.37h-18.69c-10.94 1.15-12.51-9.66-12.68-10.75L328.67 110.7l-32.78 136.99c-.16 1.09-1.73 11.9-12.68 10.75h-18.3zm273.48 5.63c-5.88.01-33.92-.3-57.36-12.29a12.802 12.802 0 0 1-7.81-11.91v-10.75c0-8.45 6.2-6.9 8.83-5.89 10.04 4.06 16.48 7.14 28.81 9.6 36.65 7.53 52.77-2.3 56.72-4.48 13.15-7.81 14.19-25.68 5.25-34.95-10.48-8.79-15.48-9.12-53.13-21-4.64-1.29-43.7-13.61-43.79-52.36-.61-28.24 25.05-56.18 69.52-55.95 12.67-.01 46.43 4.13 55.57 15.62 1.35 2.09 2.02 4.55 1.92 7.04v10.11c0 4.44-1.62 6.66-4.87 6.66-7.71-.86-21.39-11.17-49.16-10.75-6.89-.36-39.89.91-38.41 24.97-.43 18.96 26.61 26.07 29.7 26.89 36.46 10.97 48.65 12.79 63.12 29.58 17.14 22.25 7.9 48.3 4.35 55.44-19.08 37.49-68.42 34.44-69.26 34.42zm40.2 104.86c-70.03 51.72-171.69 79.25-258.49 79.25A469.127 469.127 0 0 1 2.83 327.46c-6.53-5.89-.77-13.96 7.17-9.47a637.37 637.37 0 0 0 316.88 84.12 630.22 630.22 0 0 0 241.59-49.55c11.78-5 21.77 7.8 10.12 16.38zm29.19-33.29c-8.96-11.52-59.28-5.38-81.81-2.69-6.79.77-7.94-5.12-1.79-9.47 40.07-28.17 105.88-20.1 113.44-10.63 7.55 9.47-2.05 75.41-39.56 106.91-5.76 4.87-11.27 2.3-8.71-4.1 8.44-21.25 27.39-68.49 18.43-80.02z\"><\/path><\/svg>  \t\t\t\t\t<\/div>\n  \t\t\t\t\t  \t\t\t\t\t  \t\t\t\t\t<div class=\"title\">\n  \t\t\t\t\t\t<span >\n  \t\t\t\t\t\t\tAWS  \t\t\t\t\t\t<\/span>\n  \t\t\t\t\t<\/div>\n  \t\t\t\t\t              \t\t\t\t\t<div class=\"text\">\n  \t\t\t\t\t\t<div >\n  \t\t\t\t\t\t\t<p>Modern and mobile-ready website that will help you reach all of your marketing.<\/p>  \t\t\t\t\t\t<\/div>\n  \t\t\t\t\t<\/div>\n  \t\t\t\t\t              \t\t\t<\/div>\n      <\/div>\n\t\t\t      <div class=\"services-col\">\n  \t\t  <div class=\"services-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n  \t\t    \t  \t\t    \t<div class=\"icon\">\n  \t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fab-python\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M439.8 200.5c-7.7-30.9-22.3-54.2-53.4-54.2h-40.1v47.4c0 36.8-31.2 67.8-66.8 67.8H172.7c-29.2 0-53.4 25-53.4 54.3v101.8c0 29 25.2 46 53.4 54.3 33.8 9.9 66.3 11.7 106.8 0 26.9-7.8 53.4-23.5 53.4-54.3v-40.7H226.2v-13.6h160.2c31.1 0 42.6-21.7 53.4-54.2 11.2-33.5 10.7-65.7 0-108.6zM286.2 404c11.1 0 20.1 9.1 20.1 20.3 0 11.3-9 20.4-20.1 20.4-11 0-20.1-9.2-20.1-20.4.1-11.3 9.1-20.3 20.1-20.3zM167.8 248.1h106.8c29.7 0 53.4-24.5 53.4-54.3V91.9c0-29-24.4-50.7-53.4-55.6-35.8-5.9-74.7-5.6-106.8.1-45.2 8-53.4 24.7-53.4 55.6v40.7h106.9v13.6h-147c-31.1 0-58.3 18.7-66.8 54.2-9.8 40.7-10.2 66.1 0 108.6 7.6 31.6 25.7 54.2 56.8 54.2H101v-48.8c0-35.3 30.5-66.4 66.8-66.4zm-6.7-142.6c-11.1 0-20.1-9.1-20.1-20.3.1-11.3 9-20.4 20.1-20.4 11 0 20.1 9.2 20.1 20.4s-9 20.3-20.1 20.3z\"><\/path><\/svg>  \t\t\t\t\t<\/div>\n  \t\t\t\t\t  \t\t\t\t\t  \t\t\t\t\t<div class=\"title\">\n  \t\t\t\t\t\t<span >\n  \t\t\t\t\t\t\tPython  \t\t\t\t\t\t<\/span>\n  \t\t\t\t\t<\/div>\n  \t\t\t\t\t              \t\t\t\t\t<div class=\"text\">\n  \t\t\t\t\t\t<div >\n  \t\t\t\t\t\t\t<p>Music copying, writing, creating, transcription and composition services.<\/p>  \t\t\t\t\t\t<\/div>\n  \t\t\t\t\t<\/div>\n  \t\t\t\t\t              \t\t\t<\/div>\n      <\/div>\n\t\t\t      <div class=\"services-col\">\n  \t\t  <div class=\"services-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n  \t\t    \t  \t\t    \t<div class=\"icon\">\n  \t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"256\" zoomAndPan=\"magnify\" viewBox=\"0 0 192 191.999996\" height=\"256\" preserveAspectRatio=\"xMidYMid meet\"><defs><\/defs><g id=\"e4c5f67b1e\"><g mask=\"url(#55196c750e)\" transform=\"matrix(0.263736,0,0,0.264099,0.000002,0)\"><image width=\"728\" xlink:href=\"data:image\/png;base64,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\" height=\"727\" preserveAspectRatio=\"xMidYMid meet\"><\/image><mask id=\"55196c750e\"><g transform=\"matrix(1,0,0,1,0,0)\"><image width=\"728\" xlink:href=\"data:image\/png;base64,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\" height=\"727\" preserveAspectRatio=\"xMidYMid meet\"><\/image><\/g><\/mask><\/g><\/g><\/svg>  \t\t\t\t\t<\/div>\n  \t\t\t\t\t  \t\t\t\t\t  \t\t\t\t\t<div class=\"title\">\n  \t\t\t\t\t\t<span >\n  \t\t\t\t\t\t\tRESTful   \t\t\t\t\t\t<\/span>\n  \t\t\t\t\t<\/div>\n  \t\t\t\t\t              \t\t\t\t\t<div class=\"text\">\n  \t\t\t\t\t\t<div >\n  \t\t\t\t\t\t\t<p>Advertising services include television, radio, print, mail, and web apps.<\/p>  \t\t\t\t\t\t<\/div>\n  \t\t\t\t\t<\/div>\n  \t\t\t\t\t              \t\t\t<\/div>\n      <\/div>\n\t\t\t      <div class=\"services-col\">\n  \t\t  <div class=\"services-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n  \t\t    \t  \t\t    \t<div class=\"icon\">\n  \t\t\t\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" xmlns:xlink=\"http:\/\/www.w3.org\/1999\/xlink\" width=\"256\" zoomAndPan=\"magnify\" viewBox=\"0 0 192 191.999996\" height=\"256\" preserveAspectRatio=\"xMidYMid meet\"><defs><\/defs><g id=\"c8b0f0a362\"><g mask=\"url(#41c97b97dc)\" transform=\"matrix(0.384,0,0,0.384,0.000002,0)\"><image width=\"500\" xlink:href=\"data:image\/png;base64,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\" height=\"500\" preserveAspectRatio=\"xMidYMid meet\"><\/image><mask id=\"41c97b97dc\"><g><image width=\"500\" xlink:href=\"data:image\/png;base64,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\" height=\"500\" preserveAspectRatio=\"xMidYMid meet\"><\/image><\/g><\/mask><\/g><\/g><\/svg>  \t\t\t\t\t<\/div>\n  \t\t\t\t\t  \t\t\t\t\t  \t\t\t\t\t<div class=\"title\">\n  \t\t\t\t\t\t<span >\n  \t\t\t\t\t\t\tTensorFlow   \t\t\t\t\t\t<\/span>\n  \t\t\t\t\t<\/div>\n  \t\t\t\t\t              \t\t\t\t\t<div class=\"text\">\n  \t\t\t\t\t\t<div >\n  \t\t\t\t\t\t\t<p>Developing memorable and unique mobile android, ios and video games.<\/p>  \t\t\t\t\t\t<\/div>\n  \t\t\t\t\t<\/div>\n  \t\t\t\t\t              \t\t\t<\/div>\n      <\/div>\n\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fddc017 elementor-widget elementor-widget-ober-history\" data-id=\"fddc017\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ober-history.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<!-- History -->\n\t\t<div class=\"history-left\">\n\n\t\t\t\t\t\t<div class=\"history-items\">\n\t\t\t\t\t\t\t\t<div class=\"p-title scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t<span >\n\t\t\t\t\t\tEDUCATION\t\t\t\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t    <div class=\"history-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\t2019\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tMicroMasters in Statistics and Data Science\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"subname\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tMitx\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t    <div class=\"history-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\t2018\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tB.S. in Computer Science\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"subname\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tUniversity of Houston\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t\t\t\t\t<div class=\"history-items\">\n\t\t\t\t\t\t\t\t<div class=\"p-title scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t<span >\n\t\t\t\t\t\tAWARDS\t\t\t\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t    <div class=\"history-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tAmazon Web Services (AWS)\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tAWS certified solutions architect - Associate\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t    <div class=\"history-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tGoogle Cloud\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tProfessional Data Engineer Certification\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t    <div class=\"history-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tSplunk, Inc. (via Splunk Education)\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tSplunk enterprise certified admin\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t    <div class=\"history-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tMicrosoft Learn\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tAzure Al Fundamentals\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t    <div class=\"history-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tSplunk, Inc. (via Splunk Education)\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tSplunk core accredited power user\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\n\t\t<div class=\"history-right\">\n\n\t\t\t\t\t\t<div class=\"history-items\">\n\t\t\t\t\t\t\t\t<div class=\"p-title scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t<span >\n\t\t\t\t\t\tEXPERIENCE\t\t\t\t\t<\/span>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t    <div class=\"history-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\t2022 - Present\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tC3.ai\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"subname\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tSenior AI\/ML Engineer\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t    <div class=\"history-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\t2020 - 2022\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tSplunk\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"subname\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tML Software Engineer\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t    <div class=\"history-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"date\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\t2018 - 2020\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"name\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tSnowflake\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"subname\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tMachine Learning Engineer\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t<div class=\"clear\"><\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-9448ad8 elementor-section-full_width section-bg section-parallax-3 elementor-section-height-default elementor-section-height-default\" data-id=\"9448ad8\" data-element_type=\"section\" data-e-type=\"section\" id=\"works-section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-50be8b3\" data-id=\"50be8b3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-91b15cd elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"91b15cd\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-243be83\" data-id=\"243be83\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-88dff4c elementor-widget elementor-widget-ober-section-heading\" data-id=\"88dff4c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ober-section-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<!-- Section Heading -->\n\t\t\t\t<div class=\"m-titles\">\n\t\t\t<div class=\"m-title splitting-text-anim-1 scroll-animate\" data-splitting=\"chars\" data-animate=\"active\">\n\t\t\t\t<span >\n\t\t\t\t\tMy Projects\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-1c57337 e-flex e-con-boxed e-con e-parent\" data-id=\"1c57337\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-c5e3f81 elementor-widget elementor-widget-image-box\" data-id=\"c5e3f81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"https:\/\/troyberry.dev\/index.php\/demand-forecasting-platform-for-utilities\/\">Demand Forecasting Platform for Utilities<\/a><\/h3><p class=\"elementor-image-box-description\">IGS Energy partnered with Snowflake to overhaul its legacy forecasting system, consolidating hundreds of siloed models into a unified, in-database Snowpark ML pipeline. Kermit Troy Berry led the AI engineering, delivering accurate, automated forecasts that supported real-time operational decisions.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4654e5a elementor-widget elementor-widget-image-box\" data-id=\"4654e5a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"https:\/\/troyberry.dev\/index.php\/real-time-telemetry-analytics-for-motorsports\/\">Real Time Telemetry Analytics for Motorsports<\/a><\/h3><p class=\"elementor-image-box-description\">McLaren Racing adopted Splunk Observability Cloud to ingest and visualize high speed telemetry data from race cars. Kermit Troy Berry architected the solution, ensuring sub second insights for live track decision support.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-50d3c7c elementor-widget elementor-widget-image-box\" data-id=\"50d3c7c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><div class=\"elementor-image-box-content\"><h3 class=\"elementor-image-box-title\"><a href=\"https:\/\/troyberry.dev\/index.php\/enterprise-energy-management-ai-rollout\/\">Enterprise Energy Management AI Rollout<\/a><\/h3><p class=\"elementor-image-box-description\">ENGIE partnered with C3.ai to deploy an AI powered Energy Management system across hundreds of facilities. Kermit Troy Berry led Phase 2, scaling the rollout and delivering significant energy efficiency gains.<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-206579c elementor-section-full_width section-bg section-parallax-2 elementor-section-height-default elementor-section-height-default\" data-id=\"206579c\" data-element_type=\"section\" data-e-type=\"section\" id=\"contact-section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2830b0c\" data-id=\"2830b0c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-894d330 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"894d330\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-e75d188\" data-id=\"e75d188\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b601a5b elementor-widget elementor-widget-ober-section-heading\" data-id=\"b601a5b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ober-section-heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<!-- Section Heading -->\n\t\t\t\t<div class=\"m-titles\">\n\t\t\t<div class=\"m-title splitting-text-anim-1 scroll-animate\" data-splitting=\"chars\" data-animate=\"active\">\n\t\t\t\t<span >\n\t\t\t\t\tContact Me\t\t\t\t<\/span>\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4de0bc3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4de0bc3\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-custom\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1bb439c\" data-id=\"1bb439c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1b8e289 elementor-widget elementor-widget-ober-about-numbers\" data-id=\"1b8e289\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ober-about-numbers.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t<!-- Section numbers -->\n\t\t\t\t<div class=\"numbers-items\">\n\t\t\t\t\t    <div class=\"numbers-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t    \t\t\t    \t<div class=\"icon\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-phone\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M493.4 24.6l-104-24c-11.3-2.6-22.9 3.3-27.5 13.9l-48 112c-4.2 9.8-1.4 21.3 6.9 28l60.6 49.6c-36 76.7-98.9 140.5-177.2 177.2l-49.6-60.6c-6.8-8.3-18.2-11.1-28-6.9l-112 48C3.9 366.5-2 378.1.6 389.4l24 104C27.1 504.2 36.7 512 48 512c256.1 0 464-207.5 464-464 0-11.2-7.7-20.9-18.6-23.4z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"num\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\t+1 218 810 9295\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t    <div class=\"numbers-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t    \t\t\t    \t<div class=\"icon\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-at\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M256 8C118.941 8 8 118.919 8 256c0 137.059 110.919 248 248 248 48.154 0 95.342-14.14 135.408-40.223 12.005-7.815 14.625-24.288 5.552-35.372l-10.177-12.433c-7.671-9.371-21.179-11.667-31.373-5.129C325.92 429.757 291.314 440 256 440c-101.458 0-184-82.542-184-184S154.542 72 256 72c100.139 0 184 57.619 184 160 0 38.786-21.093 79.742-58.17 83.693-17.349-.454-16.91-12.857-13.476-30.024l23.433-121.11C394.653 149.75 383.308 136 368.225 136h-44.981a13.518 13.518 0 0 0-13.432 11.993l-.01.092c-14.697-17.901-40.448-21.775-59.971-21.775-74.58 0-137.831 62.234-137.831 151.46 0 65.303 36.785 105.87 96 105.87 26.984 0 57.369-15.637 74.991-38.333 9.522 34.104 40.613 34.103 70.71 34.103C462.609 379.41 504 307.798 504 232 504 95.653 394.023 8 256 8zm-21.68 304.43c-22.249 0-36.07-15.623-36.07-40.771 0-44.993 30.779-72.729 58.63-72.729 22.292 0 35.601 15.241 35.601 40.77 0 45.061-33.875 72.73-58.161 72.73z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"num\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\ttroyberry112@gmail.com\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t    <div class=\"numbers-item scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t    \t\t\t    \t<div class=\"icon\">\n\t\t\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-location-arrow\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M444.52 3.52L28.74 195.42c-47.97 22.39-31.98 92.75 19.19 92.75h175.91v175.91c0 51.17 70.36 67.17 92.75 19.19l191.9-415.78c15.99-38.39-25.59-79.97-63.97-63.97z\"><\/path><\/svg>\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"num\">\n\t\t\t\t\t\t<span >\n\t\t\t\t\t\t\tHouston, TX\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-c51b9f8\" data-id=\"c51b9f8\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-efa5300 elementor-widget elementor-widget-ober-cf7-form\" data-id=\"efa5300\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"ober-cf7-form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\n\t\t\t\t<!-- contact form -->\n\t\t<div class=\"contacts-form scrolla-element-anim-1 scroll-animate\" data-animate=\"active\">\n\t\t\t\n<div class=\"wpcf7 no-js\" id=\"wpcf7-f6-o1\" lang=\"en-US\" dir=\"ltr\" data-wpcf7-id=\"6\">\n<div class=\"screen-reader-response\"><p role=\"status\" aria-live=\"polite\" aria-atomic=\"true\"><\/p> <ul><\/ul><\/div>\n<form action=\"\/index.php\/wp-json\/wp\/v2\/pages\/115#wpcf7-f6-o1\" method=\"post\" class=\"wpcf7-form init\" aria-label=\"Contact form\" novalidate=\"novalidate\" data-status=\"init\">\n<fieldset class=\"hidden-fields-container\"><input type=\"hidden\" name=\"_wpcf7\" value=\"6\" \/><input type=\"hidden\" name=\"_wpcf7_version\" value=\"6.1.5\" \/><input type=\"hidden\" name=\"_wpcf7_locale\" value=\"en_US\" \/><input type=\"hidden\" name=\"_wpcf7_unit_tag\" value=\"wpcf7-f6-o1\" \/><input type=\"hidden\" name=\"_wpcf7_container_post\" value=\"0\" \/><input type=\"hidden\" name=\"_wpcf7_posted_data_hash\" value=\"\" \/>\n<\/fieldset>\n<label>Name<span class=\"wpcf7-form-control-wrap\" data-name=\"your-name\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-text wpcf7-validates-as-required\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Enter your full name\" value=\"\" type=\"text\" name=\"your-name\" \/><\/span><\/label>\n<label>Email Address<span class=\"wpcf7-form-control-wrap\" data-name=\"your-email\"><input size=\"40\" maxlength=\"400\" class=\"wpcf7-form-control wpcf7-email wpcf7-validates-as-required wpcf7-text wpcf7-validates-as-email\" aria-required=\"true\" aria-invalid=\"false\" placeholder=\"Enter your email address\" value=\"\" type=\"email\" name=\"your-email\" \/><\/span><\/label>\n<label>Message<span class=\"wpcf7-form-control-wrap\" data-name=\"your-message\"><textarea cols=\"40\" rows=\"10\" maxlength=\"2000\" class=\"wpcf7-form-control wpcf7-textarea\" aria-invalid=\"false\" placeholder=\"Enter your message here\" name=\"your-message\"><\/textarea><\/span><\/label>\n<input class=\"wpcf7-form-control wpcf7-submit has-spinner\" type=\"submit\" value=\"Submit\" \/><div class=\"wpcf7-response-output\" aria-hidden=\"true\"><\/div>\n<\/form>\n<\/div>\n\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t<div class=\"elementor-element elementor-element-bc7db98 e-flex e-con-boxed e-con e-parent\" data-id=\"bc7db98\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-dff5061 e-flex e-con-boxed e-con e-parent\" data-id=\"dff5061\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>AI\/ML Engineer Kermit Troy Berry Building end\u2011to\u2011end AI pipelines with Python, TensorFlow, PyTorch, and Scikit\u2011Learn containerized in Docker and orchestrated&#8230; <\/p>\n<div class=\"readmore\"><a href=\"https:\/\/troyberry.dev\/\" class=\"lnk\">Read more<\/a><\/div>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"template-layout-builder.php","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-115","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/troyberry.dev\/index.php\/wp-json\/wp\/v2\/pages\/115","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/troyberry.dev\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/troyberry.dev\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/troyberry.dev\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/troyberry.dev\/index.php\/wp-json\/wp\/v2\/comments?post=115"}],"version-history":[{"count":22,"href":"https:\/\/troyberry.dev\/index.php\/wp-json\/wp\/v2\/pages\/115\/revisions"}],"predecessor-version":[{"id":1158,"href":"https:\/\/troyberry.dev\/index.php\/wp-json\/wp\/v2\/pages\/115\/revisions\/1158"}],"wp:attachment":[{"href":"https:\/\/troyberry.dev\/index.php\/wp-json\/wp\/v2\/media?parent=115"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}