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1. SAM_Ai SAM_Ai Public

   Full-stack clinical AI suite — 5 ML disease-risk models (heart disease, diabetes, liver health, breast cancer) + Groq-powered medical chat. Next.js 15 · Flask · scikit-learn · TypeScript

   TypeScript 8

2. groundwork groundwork Public

   Hybrid-retrieval RAG service with a first-class evaluation lab — pgvector dense + Postgres FTS + RRF fusion + reranking, streaming SSE citations, CI-gated evals (recall@k, MRR, nDCG). Built end to …

   Python

3. forge forge Public

   Forge — from-scratch LLM inference engine in PyTorch + CUDA: KV caching, INT8/INT4 quantization, fused FlashAttention-style kernels, speculative decoding. Benchmarked on RTX 3050 (sm_86).

   Python 1

4. scratch-gpt scratch-gpt Public

   GPT + reverse-mode autograd from scratch — hand-derived backward passes gradient-checked to <1e-4; nanoGPT-style transformer with hand-rolled BPE, RoPE, RMSNorm; the math mapped to code in MATH.md.

   Python

5. ALF ALF Public

   Universal file converter supporting 120+ formats across images, documents, audio, video, archives, code, 3D models, and fonts. Full-stack with Next.js frontend and FastAPI backend

   Python 8

6. Ashxcribe Ashxcribe Public

   Ashxcribe — real-time SCRUM standup AI: live voice transcription, AI summarization, and auto-generated standup docs (Groq).

   TypeScript 8