Open to opportunities

Sambhav Heda

@sambhavheda

Message

AI/ML and full-stack builder creating multi-agent LLM systems.

India

Message

What I'm looking for

I’m looking for a team where I can build real-world AI/LLM products—designing RAG/agent pipelines, shipping reliable APIs, and learning production-grade engineering practices.

I’m a 3rd-year B.E. Computer Science (AI & ML) student at Ramaiah Institute of Technology, focused on turning AI ideas into shipped products. My coursework spans DSA & Algorithms, Machine Learning, Deep Learning, NLP, Computer Vision, DBMS, OOP, and Cloud Computing.

I build agentic and RAG-driven systems end to end: ContextDiff is a 4-agent LangGraph code review pipeline using ChromaDB, FastAPI, and Dockerized deployment with CI/CD via GitHub Actions. I also developed AI-Screening-System for role-based candidate screening with dynamic interview question generation, plus OmniDesk to automate CSE department enquiry handling by routing intents to Gmail auto-responses and logging to Sheets.

I enjoy collaborative delivery and ownership—so I lead NakamaRIT as Club President, growing membership by 35% while managing a 12-person core team. Alongside that, I’ve built campus tooling and experiences through my esports club work and hands-on hackathon builds, and I keep pushing with AWS and DeepMind-related learning through certifications.

Experience

Work history, roles, and key accomplishments

Current

Club President

Current

NakamaRIT (Anime Club)

Jan 2024 - Present (2 years 6 months)

Led NakamaRIT anime events including Anime Wars and Icebreaker, managing a 12-person core team. Grew club membership by 35% through recruitment drives and campus outreach.

Event Management Team Leadership Recruitment Community Outreach

Current

Technical Member

Current

ClutchRIT Esports Club

Jan 2023 - Present (3 years 6 months)

Built and maintained the club website using a MERN stack with an admin panel. Co-organised esports tournaments with 200+ participants, handling live bracket management and event logistics.

MERN Stack Web Development Tournament Bracket Management Event Logistics

Education

Degrees, certifications, and relevant coursework

Ramaiah Institute of Technology

Bachelor of Engineering, Computer Science (AI & ML)

2023 - 2027

Activities and societies: Coursework: DSA, ML, Deep Learning, NLP, CV, DBMS, OOP, Cloud. Projects include ContextDiff (multi-agent LLM PR review), AI-Screening-System (RAG-based screening), OmniDesk (agentic enquiry automation), and SkillSwap (skill barter platform).

Pursuing a B.E. in Computer Science (AI & ML), with coursework across DSA, machine learning, deep learning, NLP, computer vision, DBMS, OOP, and cloud computing. Built multiple GenAI and RAG-based systems and agentic applications during the program.