Independent AI systems developer and open-source contributor since 2021, specializing in autonomous agents, AI infrastructure, and security engineering. Experienced in Go, Rust, Python, and TypeScript. Contributor to HarvardMadSys projects, including HybridInference and cloud-agent infrastructure. Creator of FireRaid, Gripline, Athena, and other systems focused on secure, reliable autonomous AI execution, adversarial testing, and deterministic enforcement.