Now

Work. At Nokia, I'm extending the AI Test Automation platform to cover a new family of 5G core services, and quietly porting the diagnostics copilot onto a newer retrieval stack. The team has grown and I'm spending more time on design reviews than I used to.

Open source. MCP-Telecom v0.3 is in flight — adding RESTCONF transport, expanded Arista EOS coverage, and reworking the safety gate into a pluggable policy layer.

Research. PROXIMA is waiting on arXiv endorsement for stat.ME. Once it clears, I'll cross-list to cs.LG and write a companion blog post.

Teaching. Preparing three guest lectures at San José State University for the Fall 2026 and Spring 2027 semesters — two for Dr. Maryam Khazaei (Intro to AI, Foundations of Robotics) and one for Dr. Navrati Saxena (5G/V2X).

Last updated: April 2026.