ML

Work experience· 9 roles

Full Stack Developer · Figure A DayOct 2024 – Present · 2 yrs 2 mos

Built and launched a production-grade hybrid e-commerce platform (affiliate + dropship) with server-side analytics (GA4, Pixel, Clarity), managing 1,000+ SKUs via a unified storefront and React Admin Dashboard. Implemented automated product ingestion (500–1,000 products/day) using modular provider architecture to normalize heterogeneous data across eBay and AliExpress sources, achieving 99.9% uptime. Created a RAG-based AI shopping assistant with embeddings and MongoDB Atlas Vector Search for semantically-driven product discovery. Implemented a content & social distribution pipeline publishing to Facebook/Instagram via Meta Graph API, and built image-based search with Cloudinary for deduplication. Enabled real-time payments (Stripe/PayPal) with webhook-driven order confirmations. Developed a real-time customer-admin chat (Socket.IO) and a Tkinter-based dashboard for pipeline status.

Full Stack Developer · A Figure A DayOct 2024 – Present · 2 yrs 2 mos

Built and launched a production-grade hybrid eCommerce platform (affiliate + drop shipping) with server-side analytics (GA4, Pixel, Clarity) managing 1,000+ SKUs via a unified storefront and React Admin Dashboard. Engineered an automated product ingestion system processing 500–1,000 products/day, leveraging modular provider architecture to normalize heterogeneous data across the eBay and AliExpress data sources, achieving 99.9% uptime.

Data Science Project · Kaggle / GitHubJan 2024 – Present · 2 yrs 11 mos

IMDb Movie Popularity Prediction: designed a random forest classifier to predict movie popularity, achieving 72% accuracy.

Automation Engineer · Random History FactsOct 2023 – Present · 3 yrs 2 mos
Content Creator / YouTube Channel Owner · History-focused YouTube ChannelJan 2023 – Jan 2024 · 1 yr 1 mo
Safety Patrol Volunteer · Safe Walk, University of AlbertaJan 2023 – Jan 2024 · 1 yr 1 mo
Data Science Project · Kaggle / GitHubJan 2023 – Dec 2023 · 1 yr
Mobile Game Developer · QR Ranger (Academic Project)Jan 2023 – Apr 2023 · 4 mos

Education

Bachelor of Science (Specialization in Computer Science) · University of Alberta2021 – 2025
Bachelor of Science (Specialization in Computer Science) · University of Alberta2021 – 2025

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