About
Building to understand.
I’m Madhavendra, a software builder based in India, exploring the intersection of security and AI.
Current direction
My focus is AI security: how intelligent systems behave, where trust breaks down, and how to make the tools we rely on more dependable.
I work through those questions by building. My projects explore local information retrieval, structured security research, and the everyday problems that useful software can solve.
Areas of interest
Security
Trust, threats, and failure modes.
Backend engineering
Data, retrieval, and reliable application foundations.
AI systems
Local models and considered integration.