Projects
TorQ
A torrent finder and downloader in one ~11MB Rust binary: search curated sources from your terminal, add with one keypress, and let a daemon download and seed while you do other things. Built in Rust on librqbit. Three-pane TUI (sidebar, results, live Details inspector), an always-running REST daemon you can reattach to, one-key play/stream to VLC mid-download, 10 curated sources with TOML plugins, RSS auto-downloads, cross-seed library scanning, live rate limits, and manifest-based self-updates. Install via a one-line installer, Homebrew tap, or crates.io.
veritas ongoing
Self-observing polyglot scientific agent for operational forecasting with an auditable evidence plane. Runs forecasting jobs across Python (sktime) and Julia (ReservoirComputing.jl with ESN, DeepESN, NGRC), uses a learned meta-policy with TreeSHAP explainability to select the best model, and records every step in SigNoz (traces, metrics, logs, dashboards, alerts). Designed for forecasting teams in energy, climate, water, aviation, and risk.
retrievalx
The complete BM25 engine for Python. All 8 major scoring variants (Okapi, Plus, L, Adpt, F, T, Atire, Tf-Idf), 5 retrieval strategies (Exhaustive DAAT/TAAT, WAND, Block-Max WAND, MaxScore), Rust-native performance via PyO3. 48-92x faster than rank-bm25 with equal or better nDCG@10 on BEIR benchmarks. Boolean, phrase, and weighted queries. WAL-based crash recovery, mmap persistence, score fusion (RRF, linear combination), built-in IR metrics. Zero dependencies, wheels for Linux/macOS/Windows, Python 3.9-3.15.
treeshap-rs
Production-grade TreeSHAP implementation in Rust. Exact Shapley values for XGBoost, LightGBM, and ONNX tree ensemble models using tree-path-dependent algorithm (Lundberg et al., 2020). Sub-millisecond single-sample latency (265us, 100 trees, depth 6). Adaptive Rayon parallelism, built-in SVG visualization (waterfall, beeswarm, feature importance), CLI + Rust library + Python bindings via PyO3 with zero-copy NumPy interop. Dual MIT/Apache-2.0 licensed.
WikiWhisper
Voice-enabled RAG over Wikipedia. Add topics to a vector store, then ask questions by typing or speaking in many languages; answers are grounded in saved articles and generated via Gemini.
AarogyaAI — AI-Powered Healthcare Platform
Open-source healthcare platform with video consultations, AI-powered diagnostics, and telemedicine for remote areas.
LLM Benchmarking Suite with MCP
Unified benchmarking supporting OpenAI, Anthropic, HF; quantization; LoRA/PEFT; MCP server.
Multilingual Semantic Search for NIC Codes
Multi-lingual search engine with edge inferencing; sub-100ms; speech recognition; top 5 nationwide.
LLM Fact Checker
Advanced AI-powered fact-checking system with RAG, semantic search, and multi-source verification against 25+ trusted RSS feeds.
TalkDocs2
Intelligent document processing system with voice interaction and automated document analysis.
Multi-Lang Character Recognition CIC
Advanced character recognition system supporting multiple languages with high accuracy OCR capabilities.