delta
Explicit belief-state versioning for longitudinal research: a stateful system that snapshots, diffs, and audits consensus drift over time without model retraining.
inductra
Mech interp playground for tracking ICL emergence and induction heads. Built to understand what transformers actually learn during in-context learning.
pufferX
Object-storage-first hybrid search engine w/ IVF vector search + BM25 full‑text with metadata filters, immediate write visibility via a hot index, and async merge to an S3‑backed cold index. Features adaptive nprobe, NVMe caching, and RRF fusion for robust relevance.
shardspark
Minimal FSDP implementation. Stripped down to the essentials so you can actually see how parameter sharding works under the hood.
archaiWIP
Turn ML papers into structured knowledge objects. Ingest, extract claims+methods+benchmarks, build links across related work, and surface researcher profiles enriched w/ GitHub and Scholar activity. Also, get frontier-work suggestions from your own notes. A compact environment for reading, verifying, and extending frontier ML research.
The Third Pillar
Multi-agent simulation measuring LLM strategic behavior in resource competition under asymmetric information and institutional constraints.
GPU-Accelerated-Denoiser
CUDA-accelerated BM3D denoising. Gets you ~20% speedup over OpenCV and handles real-time video.
kairon
Vector db built from scratch. HNSW, KD-tree, IVF- multiple indexing strategies with proper metadata filtering because most vector DBs overcomplicate the basics.