Just my thoughts and Sharing what I learn while building things.
RAG systems fail silently when old, authoritative facts override new truths. HalfLife is the middleware layer I built to fix it — combining intent-aware query classification, multi-strategy decay functions, and a learned MLP to make retrieval time-aware.
A deep technical dive into the polyglot microservices, economic algorithms, gRPC communication, MLFQ feed ranking, and database design powering Kudos — a platform where engagement is a scarce digital currency.
From implementing credential revocation to building ISO-compliant mDoc support—a year-long journey of contributing to India's digital public infrastructure through Code for GovTech.
How I’m combining my love for systems and machine learning in a 10-week coursework project: building a meta-learning framework to choose the best models for learned database indexes.
I write about my experiences building backend systems, exploring new technologies, and contributing to open source projects. Expect technical deep-dives, lessons learned, and occasional thoughts on the dev life.
Just my thoughts and Sharing what I learn while building things.
RAG systems fail silently when old, authoritative facts override new truths. HalfLife is the middleware layer I built to fix it — combining intent-aware query classification, multi-strategy decay functions, and a learned MLP to make retrieval time-aware.
A deep technical dive into the polyglot microservices, economic algorithms, gRPC communication, MLFQ feed ranking, and database design powering Kudos — a platform where engagement is a scarce digital currency.
From implementing credential revocation to building ISO-compliant mDoc support—a year-long journey of contributing to India's digital public infrastructure through Code for GovTech.
How I’m combining my love for systems and machine learning in a 10-week coursework project: building a meta-learning framework to choose the best models for learned database indexes.
I write about my experiences building backend systems, exploring new technologies, and contributing to open source projects. Expect technical deep-dives, lessons learned, and occasional thoughts on the dev life.