Multi-step agents that plan, call tools, and recover from their own failures, with the orchestration it takes to keep them running in production.
Tool use
Orchestration
Evals
01 / 03
Where it came from
May 2023 – Sep 2025
Applied ML Engineer
Railtown AI Technology Inc.
Led a team of five to ship Conductr, a DevOps agent across Azure, Jira and GitHub. It automates work-item triage, stack-trace monitoring, and query responses over source code and Git history, and was preferred to GitHub Copilot 90% of the time (two-sided binomial, p<0.01).
May 2023 – Sep 2025
Applied ML Engineer
Railtown AI Technology Inc.
Designed and built Railtracks, an open-source agentic framework for designing, building, debugging and monitoring AI systems.
May 2022 – May 2023
Data Scientist
Railtown AI Technology Inc.
Redesigned a root-cause-analysis system with an LLM, improving F1 from 0.71 to 0.85, and established the finetuning pipeline behind it.