About

I’m a student building systems that try to rethink how the internet works. Currently working on Intent Engine, a search infrastructure designed to go beyond traditional keyword-based retrieval, and Oxiverse, a broader ecosystem of experimental products. I’m especially interested in: Search architecture & indexing systems Distributed systems & infra design Building products from zero to real-world scale I like exploring ideas at the intersection of information retrieval, system design, and user intent — and turning them into working products. Long term, I want to build technology that competes at a global level from India.

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Likhith

1mo ago

Intent Engine - Privacy-first, intent-driven search & ad matching engine

Intent Engine is a privacy-first, intent-driven system for intelligent search and ad matching. Extracts structured intent from queries with no user tracking. All processing is on-device with automatic session cleanup. Features: • 30ms intent extraction • Privacy-preserving ad matching with fairness validation • Campaign management, A/B testing & fraud detection • GDPR-ready with differential privacy • FastAPI + Redis + PostgreSQL • Scales to 1,100 req/s with 3 replicas
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