Selected Work

Parkify

AI • Computer Vision • MERN

Real-time parking system with OCR-powered number plate recognition. 15x faster inference through model quantization.

HomeAI MCP

Protocol • Gmail API • MongoDB

Model Context Protocol servers for Gmail and calendar management. Async JSON-RPC 2.0 implementation.

Portfolio Chat

LLM • Python • React

Fine-tuned LLaMA 3.2-1B for personal Q&A. Terminal-style interface with real-time interaction.

Experience

Management Trainee

RPSG Ventures • Oct 2024 - Present

CRM pipelines for 38L+ consumers. Load forecasting models with 0.80 MASE. Production monitoring for 50+ applications.

Data Science Intern

Contelligenz • Jul - Nov 2022

SageMaker pipelines with 16x efficiency gains. Recommender systems for 2M+ active users.

Academic

B.Tech CSE • KGEC • 9.32 GPA

Runner up at Hack4Bengal 2.0. Finalist at Smart India Hackathon. Co-authored IEEE paper on legal research automation.