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SUJAL THAKUR

@sujalthakur

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AI/ML Engineer at Supreme Technology who built multi-agent AI systems and evaluation-driven RAG pipelines.

India

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What I'm looking for

I'm looking to build scalable, trustworthy AI systems in a fast-paced startup environment.

At Supreme Technology, I designed and built multi-agent AI systems with LangGraph and LLMs, including orchestration, parallel task execution, and typed communication between agents.

I developed evaluation-driven RAG pipelines, measuring retrieval and answer quality so configuration changes could be checked against data. I also implemented semantic search over unstructured documents using Hugging Face embeddings and vector search.

To make LLM-driven data access safer, I added AST-level validation for generated SQL, read-only enforcement, and audit logging. I also developed FastAPI microservices with typed response schemas.

In my projects, I built a multi-agent research assistant that produces cited reports and a RAG system with an evaluation harness. I also built an MCP server for SQL access with safety controls and automated tests.

Experience

Work history, roles, and key accomplishments

AI / ML & Backend Intern

Supreme Technology

Jun 2025 - Apr 2026 (10 months)

Designed and built multi-agent AI systems using LangGraph and Groq/Anthropic LLMs, and implemented evaluation-driven RAG pipelines with retrieval and answer-quality metrics. Developed FastAPI microservices with typed schemas and engineered safety layers for LLM-driven data access.

LangGraph GROQ Anthropic RAG fastAPI Pydantic ChromaDB Supabase (PostgreSQL)Hugging Face Embeddings LLM As Judge Recall@K MRR Precision@K AST Level SQL Validation Docker GitHub Actions Structured logging Exponential backoff

Education

Degrees, certifications, and relevant coursework

Chandigarh Group of Colleges

Master of Computer Applications, Computer Applications

2024 -

Pursuing Master of Computer Applications at Chandigarh Group of Colleges, Landran, Mohali, affiliated with Punjab Technical University.

DeepLearning.AI

Generative AI with Large Language Models, Generative AI

2026 - 2026

Completed Generative AI with Large Language Models from DeepLearning.AI on Coursera in 2026.

Udemy

LLM Engineering: Master AI & LLMs, LLM Engineering

2026 - 2026

Completed LLM Engineering: Master AI & LLMs certification from Udemy in January 2026.

Pierian Training

Python Specialization, Python

2025 - 2025

Completed Python Specialization certification from Pierian Training on Udemy in 2025.

DeepLearning.AI

Machine Learning Specialization, Machine Learning

2025 - 2025

Completed Machine Learning Specialization from DeepLearning.AI on Coursera in June 2025.

Thakur Jagdev Chand Memorial Govt. Degree College

Bachelor of Computer Applications, Computer Applications

2021 - 2024

Grade: 6.89/10

Completed Bachelor of Computer Applications at Thakur Jagdev Chand Memorial Govt. Degree College, Sujanpur Tira, Hamirpur, HP, affiliated with Himachal Pradesh University, with a CGPA of 6.89/10.