Security researcher building ML-driven tools for vulnerability research and reverse engineering.
Previously at Battelle doing RF/EW vulnerability research and 5G security. OSCP certified.
- aletheia - AI decompiler targeting MLIR. Lifts binary to structured control flow IR, deterministic passes lower to C. Blog post.
- excido - Fuzzing harness generator that resolves C/C++ type dependencies across translation units via Clang AST. Blog post.
- bistatic-doppler-localization - Target localization from multi-transmitter bistatic Doppler shifts using neural networks with a custom multi-term loss for sparse position targets. Blog post.
- broll-search - B-roll footage search using scene detection, visual embeddings, and natural language captioning. Blog post.
- faire-auth - Auth library rebuilt on Hono with typed middleware, route hooks, and DTO transforms. Runs on Node, Bun, Deno, Cloudflare Workers, and edge runtimes. Blog post.