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An incident-response runtime that triages host evidence on the analyst's machine using a local LLM (ONNX, GGUF, or SafeTensors). An agentic ReAct loop iteratively picks investigation tools (logs, listeners, persistence, accounts, processes) and synthesizes severity-scored findings with full audit trails. Supports multiple backends (CPU, CUDA, DirectML, CoreML, TensorRT, QNN, Vitis) and falls back to a deterministic dry-run so triage never stalls when inference fails.

• ▸Bring your own model. No cloud APIs, no data exfiltration, no vendor lock-in.
• ▸Evidence bundles with SHA-256 chain-of-custody and a JSON adapter for SOAR / CI gating.
• ▸Deterministic fallback when live inference fails, with machine-readable reason codes.

A Python wrapper around the C reference implementation of FAEST, a NIST post-quantum signature candidate built on symmetric primitives (AES-VOLE) instead of structured lattices. Ships all 12 FAEST parameter sets with automatic memory-clearing of private keys. Prebuilt wheels for Linux x86_64/aarch64 and macOS arm64/x86_64 across Python 3.8 to 3.13, so consumers don't need a C toolchain.

• ▸All 12 FAEST parameter sets (128/192/256-bit, fast vs small variants, EM mode).
• ▸Prebuilt wheels. No compilation step for end users.
• ▸Pythonic API with typed exceptions for keygen / sign / verify failure paths.

Led a 4-person team to build an end-to-end AI meeting-minutes generator. Fine-tuned BART-large on AMI and ICSI datasets and extended the effective context from 1024 to 8000+ tokens using n-gram overlap stitching. Deployed as microservices behind a Node.js/Puppeteer bot that joins Google Meet calls and streams transcripts in real time.

• ▸Context extension from 1024 to 8000+ tokens via n-gram overlap.
• ▸Autonomous Google Meet bot (Node + Puppeteer).
• ▸2 copyrights + merit position at Aavishkar Research Convention 2024.

Smart India Hackathon prototype. Built a system for law enforcement to trace the origin and propagation of flagged electronic messages using ECDSA digital signatures anchored to a blockchain. Wrote the API gateway for smart-contract integration and a React dashboard for forensics analysts.

• ▸ECDSA-signed envelopes anchored on-chain.
• ▸API gateway bridging Node and Solidity contracts.
• ▸Poster at Conference on Technologies for Future Cities 2022.