Engineering Leader · Systems & Product

Ram
Mehta

I build reliable platforms and product engineering teams that ship. Most of my work is about foundations that scale, thoughtful APIs, and practical AI that actually helps people, not demos.

Available for interesting problems
Ram Mehta

Latest writing

Nov 11, 2026 · Platform Engineering

OAuth Delegation for AI Agents: Identity Broker Layer

Decouple OAuth 2.1 ceremonies from custom MCP tools using an identity broker layer. Secure AI agent delegation without risking raw credentials.

oauth2 · mcp · security · agent-architecture
Nov 10, 2026 · Engineering

Distributed Edge Detection and Platform Engineering Realities

Exploring bio-inspired computer vision algorithms like HaCI alongside heterogeneous GPU management patterns and OAuth delegation for modern systems.

distributed-systems · edge-detection · platform-engineering · gpu
Oct 27, 2026 · Engineering

vLLM Constrained Decoding: Fix Tool Call Schema Errors

Enforcing server-side constrained decoding in vLLM 0.31 fixes tool-call schema failures, bumping open model accuracy from 92% to 100% in agent workflows.

vllm · llm serving · agentic workflows · constrained decoding
Platform & Infrastructure
Platform as product

Internal platforms that feel like a good product: clear contracts, fast to adopt, boring to run.

Product Engineering
Product craft

UI engineering where performance, accessibility, and maintainability are not afterthoughts.

Grounded AI
AI where it fits

Search grounded, citation first, measured. If it does not earn its place, it does not ship.