Somyadeep Tarat

Computer Science student · AI/LLM Engineering and Backend Development

New Delhi, India

@somyadeep_tarat

0 followers

🎓 B.Tech in Computer Science and Engineering at Vellore Institute of Technology · Graduating 2028

About

B.Tech CSE student at VIT with experience in backend development, AI/LLM engineering, and applied machine learning. Built RAG-based systems, retrofit recommendation engines, and fraud detection projects using modern Python and Java tooling.

Experience

Software Development Intern

Axis Max Life Insurance · Gurugram, India

Contributed to backend feature development using Spring Boot, including REST API integration, testing, and deployment support across environments.
Software Development Intern

Muzigal · Dwarka New Delhi, India

Developed a personalized administrative dashboard for student records and entry management, improving accessibility and day-to-day operational workflows.

Education

2028

B.Tech in Computer Science and Engineering

Vellore Institute of Technology

Computer Science and Engineering (CSE) · Aug 2024 – May 2028

Computer Science and Engineering (CSE) · Aug 2024 – May 2028

Skills

<3 months

C SQL RAG Java NumPy CI/CD Python Pandas LLMOps FastAPI XGBoost LangGraph JavaScript Embeddings scikit-learn Vector Search LLM evaluation Prompt Engineering Model quantization Context Engineering Agentic AI workflows API Integration Understanding

Tools / apps / platforms

<3 months

Git MyPy Docker Ollama Pytest QDrant MongoDB Llama.cpp PostgreSQL

Projects

FraudGraph AI – Graph-Based Fraud Detection

Python, Scikit-learn, NetworkX, Pandas

Graph-based fraud detection system using transaction, node, and network-level features for fraud classification and risk scoring.
Kew – Energy Retrofit Recommendation Engine

Python, AI/ML, Simulation, LLMs, REST APIs

Deterministic retrofit simulation engine for estimating energy savings, carbon reduction, and financial impact across upgrades and retrofit combinations.
Atlas – Modular AI Research Agent

Python, FastAPI, LangGraph, Ollama, Qdrant, Docker

Modular RAG-based research system with separate model, retrieval, and service layers, exposing grounded responses through typed FastAPI endpoints.

⚽ Extracurricular activities

Senior Core Member, ACM-VIT

Led technical initiatives, mentored students, and coordinated workshops and events with university stakeholders.
Technical Coordinator, graVITas

Supported the planning and execution of VIT’s annual technical festival, including technical operations and participant coordination.

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