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1. advanced-rag-icog advanced-rag-icog Public

   Basic vs advanced RAG: hierarchical chunking, multi-query + RRF, cross-encoder re-ranking, corrective RAG, evaluated on 18 questions

   Python

2. dl-compression-challenge-2026 dl-compression-challenge-2026 Public

   DeBERTa-v3-large distilled into a 90 MB student: 0.9375 MAP@3 at 10.4 ms per question on a T4

   Python

3. neuro neuro Public

   A feed-forward neural network built from scratch in pure Rust — no external dependencies. Adam/SGD, softmax + cross-entropy, dropout, L2, early stopping, and a gradient check. Demonstrated on XOR, …

   Rust

4. paged-attention-from-scratch paged-attention-from-scratch Public

   PagedAttention KV-cache manager simulated in pure Python: page tables, preemption, copy-on-write, prefix caching

   Python

5. predictive-coding-gaussian-vs-kl predictive-coding-gaussian-vs-kl Public

   Rao & Ballard (1999) vs Pinchetti et al. (2022) predictive coding, from scratch in NumPy: Gaussian vs KL energies

   Python

6. vendor-assessment-agent vendor-assessment-agent Public

   Autonomous vendor-assessment agent: ReAct loop, five tools, policy engine, SQLite memory, bounded retries

   Python