About
I work on ML systems where research ideas meet production constraints. My focus is on GenAI pipelines, inference efficiency, and first-principles ML implementations.
Selected Projects
CodeBunny
Neuro-symbolic static analysis using GNNs, CFGs and LLMs.
School Management System
Multi-tenant Django SaaS with RBAC and large-scale query optimization.
Sockets Chatroom
Low-latency realtime chat using raw socket programming.
Autograd from Scratch
Reverse-mode autodiff engine and optimizers implemented from first principles.
Emotion Detector
ML pipeline for facial emotion classification using CNNs.
Stacks
Python
PyTorch
Transformers
AsyncIO
Docker
FastAPI
Django
PostgreSQL
vLLM
TensorRT