{"id":14142,"date":"2026-04-25T18:25:22","date_gmt":"2026-04-25T18:25:22","guid":{"rendered":"https:\/\/techtrendfeed.com\/?p=14142"},"modified":"2026-04-25T18:25:22","modified_gmt":"2026-04-25T18:25:22","slug":"my-ai-ml-gdg-on-campus-fellowship-journey-by-shahan-waheed-apr-2026","status":"publish","type":"post","link":"https:\/\/techtrendfeed.com\/?p=14142","title":{"rendered":"My AI\/ML GDG On Campus Fellowship Journey | by Shahan Waheed | Apr, 2026"},"content":{"rendered":"<p> <br \/>\n<\/p>\n<div>\n<h2 id=\"e350\" class=\"nn no hz bb np nq nr ns nt nu nv nw nx ny nz oa ob oc od oe of og oh oi oj ok bg\">3. Weekly Highlights<\/h2>\n<p id=\"65e6\" class=\"pw-post-body-paragraph ol om hz on b oo op oq or os ot ou ov ow ox oy oz pa pb pc pd pe pf pg ph pi hh bg\"><strong class=\"on ia\">Week 1 \u2014 Python &amp; Git Foundations<\/strong> Arrange growth surroundings, mastered Git model management, accomplished first Python mission with Streamlit UI.<\/p>\n<p id=\"8e35\" class=\"pw-post-body-paragraph ol om hz on b oo pn oq or os po ou ov ow pp oy oz pa pq pc pd pe pr pg ph pi hh bg\"><strong class=\"on ia\">Week 2 \u2014 Knowledge Evaluation with Pandas &amp; NumPy<\/strong> Realized information manipulation, cleansing strategies, and exploratory information evaluation on actual datasets.<\/p>\n<p id=\"ac12\" class=\"pw-post-body-paragraph ol om hz on b oo pn oq or os po ou ov ow pp oy oz pa pq pc pd pe pr pg ph pi hh bg\"><strong class=\"on ia\">Week 3\u20134 \u2014 Machine Studying Fundamentals (Peer Challenge 1)<\/strong> Studied supervised studying, educated classification and regression fashions, participated in first workforce peer mission on meals freshness detection utilizing CNN.<\/p>\n<p id=\"fa92\" class=\"pw-post-body-paragraph ol om hz on b oo pn oq or os po ou ov ow pp oy oz pa pq pc pd pe pr pg ph pi hh bg\"><strong class=\"on ia\">Week 5 \u2014 Superior ML (Ensemble, SVM, Regularization)<\/strong> Explored Random Forest, XGBoost, SVM, and regularization strategies. Realized mannequin analysis with F1, ROC-AUC, confusion matrices.<\/p>\n<p id=\"db95\" class=\"pw-post-body-paragraph ol om hz on b oo pn oq or os po ou ov ow pp oy oz pa pq pc pd pe pr pg ph pi hh bg\"><strong class=\"on ia\">Week 6\u20137 \u2014 Deep Studying &amp; Pc Imaginative and prescient (Hackathon)<\/strong> Constructed ANN and CNN architectures with TensorFlow\/Keras. Participated in hackathon peer mission in workforce setting underneath time strain.<\/p>\n<p id=\"0301\" class=\"pw-post-body-paragraph ol om hz on b oo pn oq or os po ou ov ow pp oy oz pa pq pc pd pe pr pg ph pi hh bg\">Github: <a rel=\"nofollow\" target=\"_blank\" class=\"z qa\" href=\"https:\/\/github.com\/maryam-ca\/FoodGuard-AI-\" rel=\"noopener ugc nofollow\" target=\"_blank\">https:\/\/github.com\/maryam-ca\/FoodGuard-AI-<\/a><\/p>\n<p id=\"1520\" class=\"pw-post-body-paragraph ol om hz on b oo pn oq or os po ou ov ow pp oy oz pa pq pc pd pe pr pg ph pi hh bg\">Lindedln: <a rel=\"nofollow\" target=\"_blank\" class=\"z qa\" href=\"https:\/\/www.linkedin.com\/in\/shahan-waheed-ba1667363\/?skipRedirect=true\" rel=\"noopener ugc nofollow\" target=\"_blank\">https:\/\/www.linkedin.com\/in\/shahan-waheed-ba1667363\/?skipRedirect=true<\/a><\/p>\n<p id=\"cb63\" class=\"pw-post-body-paragraph ol om hz on b oo pn oq or os po ou ov ow pp oy oz pa pq pc pd pe pr pg ph pi hh bg\"><strong class=\"on ia\">Week 8 \u2014 Unsupervised Studying<\/strong> Lined clustering, PCA, t-SNE, and market basket evaluation utilizing the Apriori algorithm.<\/p>\n<p id=\"6ef9\" class=\"pw-post-body-paragraph ol om hz on b oo pn oq or os po ou ov ow pp oy oz pa pq pc pd pe pr pg ph pi hh bg\"><strong class=\"on ia\">Week 9 \u2014 Generative AI &amp; LLMs<\/strong> Explored immediate engineering, zero-shot and few-shot studying, LLM functions, summarization, and RAG-based methods.<\/p>\n<p id=\"ca86\" class=\"pw-post-body-paragraph ol om hz on b oo pn oq or os po ou ov ow pp oy oz pa pq pc pd pe pr pg ph pi hh bg\"><strong class=\"on ia\">Week 10 \u2014 SRS &amp; Challenge Planning (Activity 14)<\/strong> Wrote Software program Necessities Specification for last capstone mission. Chosen AI Resume Screener as solo mission.<\/p>\n<p id=\"0c54\" class=\"pw-post-body-paragraph ol om hz on b oo pn oq or os po ou ov ow pp oy oz pa pq pc pd pe pr pg ph pi hh bg\"><strong class=\"on ia\">Week 11 \u2014 Mannequin Growth &amp; n8n Automation<\/strong> Constructed and educated Random Forest (89.92% accuracy) and ANN fashions. Developed full n8n automation workflow with GPT-4o-mini integration.<\/p>\n<p id=\"8196\" class=\"pw-post-body-paragraph ol om hz on b oo pn oq or os po ou ov ow pp oy oz pa pq pc pd pe pr pg ph pi hh bg\"><strong class=\"on ia\">Week 12 \u2014 Deployment, Documentation &amp; Reflection<\/strong> Deployed reside on Streamlit Cloud, printed Medium article, accomplished last report, presentation, and this fellowship story.<\/p>\n<\/div>\n\n","protected":false},"excerpt":{"rendered":"<p>3. Weekly Highlights Week 1 \u2014 Python &amp; Git Foundations Arrange growth surroundings, mastered Git model management, accomplished first Python mission with Streamlit UI. Week 2 \u2014 Knowledge Evaluation with Pandas &amp; NumPy Realized information manipulation, cleansing strategies, and exploratory information evaluation on actual datasets. Week 3\u20134 \u2014 Machine Studying Fundamentals (Peer Challenge 1) Studied [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":14144,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[55],"tags":[6426,767,6664,1316,8810,2055,8811,8812],"class_list":["post-14142","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-machine-learning","tag-aiml","tag-apr","tag-campus","tag-fellowship","tag-gdg","tag-journey","tag-shahan","tag-waheed"],"_links":{"self":[{"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/posts\/14142","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=14142"}],"version-history":[{"count":1,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/posts\/14142\/revisions"}],"predecessor-version":[{"id":14143,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/posts\/14142\/revisions\/14143"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=\/wp\/v2\/media\/14144"}],"wp:attachment":[{"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=14142"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=14142"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/techtrendfeed.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=14142"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}<!-- This website is optimized by Airlift. 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