| Jun 7, 2026 | Released RelayOps v1 — a production-shaped telecom support agent with scoped tools, guardrails, RAG citations, adversarial evals, a Qwen LoRA intent classifier, and a live Railway demo. |
| Apr 1, 2026 | Started as an AI/ML Engineer (Contract) at a stealth AI startup, leading an automated valuation model (AVM) from inception to production — 5.1% MAPE, valuing homes within ±5% of appraised value on live API data. |
| May 15, 2025 | Graduated with an M.S. in Computer Science from Sacred Heart University (GPA: 3.8/4.0). Inducted into the Upsilon Pi Epsilon (UPE) Honor Society. |
| Apr 11, 2025 | Released RealDataAgentBench — an open-source benchmark across 12 frontier LLMs and 1,412+ runs surfacing the correctness vs. statistical-validity gap in frontier models. |
| Apr 1, 2024 | Joined SBL as a Forward Deployed AI Engineer, deploying RevOps and workflow-automation solutions on SBL’s Konduit platform for enterprise and growth-stage clients (Emoha, Topmate, Clinik). |