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temkin236/README.md

Hey there! πŸ‘‹ I'm Temkin

πŸš€ Full-Stack Web Developer | πŸŽ“ Engineering Student | 🌍 Based in Ethiopia

Typing SVG


🧠 About Me

  • πŸ’» Passionate Full-Stack Developer building scalable and modern web applications
  • 🌐 Skilled in React, Vue, Next.js, Node.js, MongoDB, Tailwind CSS, and TypeScript
  • 🧩 Focused on clean architecture, great UI/UX, and maintainable code
  • πŸ€– Exploring AI integrations and smart digital solutions
  • πŸš€ Always learning, improving, and shipping impactful products
  • ✨ Open to freelance work, internships, and meaningful collaboration

πŸ› οΈ Languages & Tools



πŸš€ Featured Engineering Project

"Evidence, Not Verdict." β€” A privacy-first dataset contamination investigation platform built with React, TypeScript, FastAPI, and Python.

  • Multi-Modal Detection: Surfaces hidden zero-width canary markers, TF-IDF peer similarity distributions, MinHash cross-worker duplicate clusters, and typing velocity plausibility.
  • Enterprise Reviewer Workspaces: Dedicated Reviewer Dashboard and interactive Evidence Adjudication Workspace with side-by-side comparison and audit history.
  • Privacy & Security Invariants: One-way SHA-256 token hashing, formula-safe CSV exports, 7-day ephemeral retention with cascading purge, and zero external AI egress without explicit opt-in.
  • Verified Quality: 83 passing automated tests (63 backend pytest tests, 20 frontend vitest tests) and measured empirical accuracy (Wilson 95% CI).

πŸ”₯ GitHub Analytics

GitHub Streak

πŸ“¬ Connect With Me

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