Hey, I'm Amal.

I like building things that work under real load — trading platforms, AI pipelines, multi-tenant SaaS — and then writing about how they work. I'm based in Bengaluru and currently consulting independently through xpar .

Before going independent, I spent 1 year 7 months at EY in Kochi, where I was promoted from Associate 1 to Associate 2 and awarded "Captain Extraordinary" for driving technical execution. I deployed production RAG pipelines with LangChain and Azure AI Search, built LLM-as-a-judge evaluation frameworks, and shipped backend microservices for a global enterprise portal.

Through xpar I shipped FTL — a live football trading platform that handled 50K concurrent users during the FIFA World Cup 2026. The production code is proprietary. The public write-ups of its four subsystems are on Writing; extracted library repos are still in preparation.