About
I'm the founder of Obvix Labs - an AI research lab that builds products for real problems and publishes what we learn. My background is in ML, backend engineering, and security research.
I founded Obvix Labs in 2025. We research what breaks when AI meets reality - sycophancy, hallucination, governance gaps - and we build the fix. Our products include Amyy (an anti-sycophancy AI companion), Obvix Proxy (a real-time safety layer for LLMs), and Obvix Lake (a grounded customer intelligence platform). We publish our methods and findings openly.
If you're a founder, investor, or engineer working on AI safety, automation, or system design - let's connect.
Portfolio
Selected projects and products I've built.
Amyy AI
Privacy-first, non-sycophantic AI companion for teens that challenges thinking constructively instead of just validating. Built with crisis detection and tiered consent memory.
Obvix Lake
AI-native customer intelligence platform that connects support data into a single system where every answer traces back to a real source.
Obvix Proxy
Real-time safety layer for LLMs that intercepts, evaluates, and enforces guardrails on model outputs before they reach users - built for teams shipping AI in regulated environments.
Full‑Stack Conversational AI Engine
Built a self-hosted, persona-driven conversational AI stack using transformers, RAG, and RandomForest to boost conversions, personalize journeys, and optimize CTAs through real-time sentiment/emotion analysis and adaptive ML techniques.
End-to-End Ethereum Holder Scraper
Built an end-to-end pipeline for scraping ethereum token holders and getting their socials. Used Puppeteer,Face detecion,and some cleaver System-Design.
Hackathons
Competitions and events I've participated in.
1st place. Built a heavyweight agentic system that reasons over messy, large-scale Indian court proceedings - think Mike Ross, but as an autonomous legal research operator.
@ AEC, Asansol
1st runners-up at Hackfest, GeeksforGeeks' flagship hackathon.
@ Sector V, Kolkata
1st runners-up. Built Lynx, a hierarchical government data procurement tool that surfaces discrepancies across public datasets.
@ KGEC, Kalyani
1st place. Built a pentesting tool covering offensive and defensive security - not our usual lane, but every mentor and judge was genuinely into it.
@ IEM, Kolkata
Obvix Labs was shortlisted among the Top 10 startups nationwide for Volkswagen Group Digital Solutions’ i.mobilothon 5.0 finals with Hack2skill thanks to our Obvix Lake customer intelligence platform.
@ Volkswagen Group Digital Solutions x Hack2skill, India
Paranox 2.0
Built Obvix Wellness, a non-sycophantic chatbot (now Amyy AI). 20k+ students registered nationally; our team placed in the top 40.
@ Rishihood University, Sonipat
1st place for Bodhi AI, an assistant that turns FAQs into dynamic, AI-driven conversations.
@ JIS, Kolkata
MLH MongoDB track winner for Neevtrace, a supply chain transparency platform.
@ SNU, Kolkata