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Mardan21/README.md

πŸ‘‹ Hi, I'm Mardan Mahmut

I'm a full-stack & data engineer currently pursuing my MS in Data Analytics Engineering at Northeastern University and a UC Davis CS alum. My work bridges software engineering, machine learning, and sports analytics β€” with a strong interest in building tools that are both technically sound and deeply human-centered.

πŸ› οΈ Tech Stack

Languages: TypeScript, Python, SQL, Swift, C++, R
Frameworks: React, Next.js, Node.js, Prisma ORM, Scikit-learn, Tailwind
Tools: Docker, Supabase, Firebase, Tableau, AWS, PostgreSQL, Git, Jupyter


πŸ“Œ Featured Projects

Project Description Tech
Injury Prediction System End-to-end ML pipeline for injury risk using SHAP, TransferMarkt scraping, and feature engineering Python, R, SQL, PostgreSQL
E-commerce Platform Dual-app architecture with Stripe checkout & admin dashboard Next.js, Prisma, MySQL
Reddit Uyghur Sentiment Analysis NLP-driven topic modeling and sentiment tracking across 16,000+ Reddit posts. Includes DistilBERT and t-SNE visualizations. Python, SpaCy, Transformers
Amazon Review Sentiment Classifier Traditional ML pipeline for classifying 34K+ reviews using TF-IDF, SMOTE, and ensemble modeling. scikit-learn, NLTK, Python

🌍 More About Me

  • πŸ“ Based in Boston (California-raised, Japan-born, Uyghur roots)
  • πŸ“š Always learning β€” blending computer science, culture, and advocacy
  • ⚽ Off the keyboard: soccer addict, gym rat, and manga enthusiast (One Piece fan)

πŸ”— Let's Connect

Thanks for stopping by! πŸš€
If you're hiring or collaborating on something exciting β€” I'd love to connect.

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