Aman User
@amanuser36
Python developer building AI applications and RAG pipelines, including TrueVoice with FastAPI and contextual retrieval.
IndiaWhat I'm looking for
I built TrueVoice, a Python and FastAPI application that uses an LLM pipeline for contextual analysis and response generation. I implemented document chunking, embeddings, semantic retrieval, reranking, and prompt engineering, and evaluated outputs for correctness and unsupported claims.
As a freelance full-stack developer, I built and delivered Stitchly, Connect, and Doctor’s App. I validated Stitchly with 37 documented backend tests covering API, location, and Razorpay payment workflows, all of which passed.
Experience
Work history, roles, and key accomplishments
Freelance Full-Stack Developer
Independent Client
Apr 2026 - Present (6 months)
Built and delivered Stitchly, Connect, and Doctor's App, implementing backend APIs, databases, authentication, testing, debugging, and deployment workflows. Validated Stitchly using 37 documented backend tests covering API, location, and Razorpay payment workflows, with a 100% pass rate across the documented test set.
Independent Technical Development & AI Evaluation
Independent
Apr 2026 - Present (6 months)
Review, test, and debug Python programming solutions for correctness, logical consistency, runtime issues, code quality, and requirements. Evaluate AI-generated code and LLM responses for technical accuracy, reasoning quality, unsupported claims, and instruction adherence.
Full-Stack Developer & Team Lead
Kalvium
Aug 2026 - Sep 2026 (1 month)
Led a 3-member team in developing a food-order tracking system addressing concurrent last-item orders and inventory consistency. Developed backend and database workflows using Node.js, Express.js, MongoDB, React.js, and REST APIs.
Education
Degrees, certifications, and relevant coursework
Lovely Professional University
B.Tech, Computer Science and Engineering
2025 -
Grade: 9.50/10.0
Pursuing a B.Tech in Computer Science and Engineering with a current CGPA of 9.50/10.0.
Kalvium
UG Program in CS (Software Product Engineering), Computer Science
Enrolled in Kalvium's UG Program in CS (Software Product Engineering).
Availability
Location
IndiaAuthorized to work in
Salary expectations
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