Senior software engineer at Salesforce focused on enterprise communication systems, AI-enabled workflows, and pragmatic architecture that helps teams ship reliably.
Writing and talks on building practical, reliable AI systems.
Latest writing
A high eval score can hide a broken test. Hamel Husain's seven-part interview structure shows how to inspect the data, explain experiments, and make a product decision as engineering and data science roles overlap.
Read articleFeatured talk
A builder agent and a reviewer from a different model provider pass work back and forth until the reviewer approves. Humans sign off on the spec and the pull request, and each feature runs in its own git worktree. The live demo goes from one sentence to a reviewed draft PR, with a person in the loop and without one.
Open deckUpstream work in the open-source infrastructure AI products run on.
Agno is one of the most widely used open-source frameworks for building agent systems. Teams build agents with it, serve them through its runtime, and keep the data and the control plane on their own infrastructure.
I contributed to the Cohere integration in Agno. Agno named it in the August community roundup (opens in new tab).
Selected highlights from professional engineering work.
Years in Engineering
12+
Building software, automation, and platform systems
Years at Salesforce
5+
Growing into lead-level engineering ownership
Current Scope
Org-wide
Workflow platforms, delivery enablement, and AI adoption
Open Source
Agno
Merged upstream fix, named a Community MVP for August 2026
The principles behind the work featured above.