Anirudh Nallajarla

Sophomore at BITS Hyderabad (MSc Math + BE Electronics). I study how multi-agent systems fail. I hand-built MAS-One, a 5-agent system with no framework, so I can see every input and output and trace how one agent's error spreads to the rest. Discussed it with researchers at IIIT Hyderabad, including a co-author of the TAMAS multi-agent risk benchmark. Also built SPARta, a document Q&A system that shows where each answer comes from and says so when the document doesn't contain one. Piloted it with Hyderabad construction firms. I work as a research analyst for an AI startup, and I'm building agent tracing for a founder's product. I'm looking to build impactful systems that create an impact.