I'm an AI/ML Engineer building GenAI and agentic systems for finance — risk, RegTech, fraud, and capital markets. I spent a year shipping enterprise AI in manufacturing (10 plants, 300+ daily users), and I'm now all-in on Finance × AI.
I don't just prototype — I ship full, end-to-end systems engineered to bank-grade standards: leakage-safe modeling, deterministic math, citation-grounded reasoning, eval-as-CI-gate, and human approval gates. My north star is AI agents that actually understand finance, where every number is computed, every claim is sourced, and a human holds the final gate. Currently a CFA Level 1 candidate.
If you only open one project, start with PRAETOR (3D globe + 9 live AI agents, live demo), CreditForge, or QUORUM.
Born from my time at the Wallace H. Coulter Department of Biomedical Engineering — a multi-agent molecular tumor board: 55+ specialist agents across 7 layers deliberate over a multimodal oncology case and return a fully-cited, guideline-concordant recommendation with documented dissent and a human on the final gate. Runs offline on synthetic cases, or live on a real de-identified TCGA patient (variants → CIViC, drugs → openFDA, trials → ClinicalTrials.gov, literature → Europe PMC). No API keys — keyless and free. Live demo.
⚠️ Live demos run on free-tier LLM keys (hard rate limits + daily token caps). They're built for a quick walkthrough, not load-testing — if a demo throttles or returns a 429, that's the free quota, not the architecture. The full code is here on GitHub.
I'm looking for roles, mentors, and collaborators in fintech, quant, and bank-AI. If you build, hire, or invest in this space — let's talk.
