Akshay
Ram
About
I've been building production LLM systems since early 2023. At Agoda, built a GenAI platform used by 10,000+ employees, saving millions per year. Part of a small team that built GodInABox, a WhatsApp + GPT agent, to 100,000+ users — one of the first consumer AI agents in production.
Open-sourced a universal MCP server that lets any LLM tool-call any REST/OpenAPI endpoint without custom code. Most of my time lately goes into agentic systems, RAG, and evals.
Articles
Featured Projects
API Agent: Universal MCP Server
Universal MCP server that lets any LLM tool-call any REST/OpenAPI endpoint. No custom integration code required. Includes a DuckDB in-memory SQL layer for filtering and aggregating tool results without extra round-trips.
GodInABox
An early WhatsApp + GPT product built by a very small team. One of the first consumer AI agents shipped to production. Scaled to 100,000+ users.
PyMCPEvals
Framework for testing and validating MCP servers with metrics and benchmarks.