Selected Architecture

AI & NLP Systems

An advanced natural language perception engine utilizing a highly optimized single-model, two-pass pipeline for extreme low-latency intent extraction.

Autonomous Agents & LLMs

An autonomous, multi-agent AI pipeline engineered to process, verify, and resolve citizen grievances at scale using LangGraph and VLMs.

MLOps & LLM Finetuning

An end-to-end machine learning pipeline auditing Indian DPDP compliance, featuring adversarial synthetic data generation and SLM finetuning.

Computer Vision & Edge AI

A real-time driver drowsiness and closure-state tracking pipeline running directly on commodity webcam hardware.

Agentic Systems & AGI

An exploratory ecosystem simulator designed to model evolutionary agent dynamics, adaptive fitness functions, and state-space communication.