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Suraj SinghSS
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Suraj Singh

@surajsingh23

AI/ML intern at A2IT who built a RAG pipeline for support-document Q&A and an evaluation suite for retrieval and generation.

India
Message

At A2IT, I built an end-to-end RAG pipeline for natural-language Q&A over internal support docs, with document chunking, embeddings, FAISS retrieval, and a React chat interface. I also implemented an evaluation suite to score retrieval and generation separately and A/B test prompts and settings.

At Web3Task, I developed responsive landing pages and product screens by turning Figma designs into React.js and Next.js components. I wrote TypeScript within existing service architectures and participated in sprint planning, code reviews, and iterative delivery.

On my Data Analyst Agent project, I built a LangGraph agent that turns business questions into validated, read-only SQL and Python analysis, with an evaluation harness that reached 85% accuracy. I also architected DriveThruAI’s swappable voice pipeline and designed a slot-filling algorithm that narrows menu context to relevant results.

Experience

Work history, roles, and key accomplishments

AI

AI/ML Intern

A2IT

May 2026 - Jul 2026 (2 months)

Built an end-to-end RAG pipeline with document chunking, embedding, and FAISS-based vector retrieval, and implemented an evaluation suite for retrieval and generation scoring.

WE

Full Stack Intern

Web3Task

Feb 2026 - Apr 2026 (2 months)

Developed responsive landing pages and product interface screens by converting Figma designs into React.js and Next.js components, and wrote maintainable TypeScript code following Agile practices.

Education

Degrees, certifications, and relevant coursework

Indian Institute of Information Technology, Vadodara logoIV

Indian Institute of Information Technology, Vadodara

Bachelor of Technology, Computer Science

2023 -

Activities and societies: 2nd Runner-up, NCICP 2025: Represented IIIT Vadodara at the National Competition in Computational Physics; built SimuPhys, an interactive toolkit for visualizing classical and quantum physics simulations.

Pursuing a Bachelor of Technology in Computer Science. Represented the institute at the National Competition in Computational Physics, building an interactive physics simulation toolkit.

Availability

Looking for a job

Location

India

Authorized to work in

Salary expectations

140k+ INR

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