Ronak User
@ronakuser1
AI/ML engineer building LLM-powered, production-ready systems and scalable backends.
IndiaWhat I'm looking for
I’m an AI/ML engineer with production experience in AI/ML systems, LLM-powered applications, and scalable backend development. I focus on shipping real, documented systems—not just prototypes—backed by strong CS fundamentals and hands-on engineering.
I’ve built 10+ end-to-end projects across computer vision, NLP, blockchain, and cloud-deployed APIs, including a production-deployed RAG LLM chatbot ingesting PDFs using Claude API + LangChain. My work is reflected in competitive results like Kaggle Rank 82 and being a Fractal Analytics Gen AI finalist and Scaler Ascent national finals finalist.
Alongside building reliable systems with FastAPI, Docker, and PostgreSQL, I’ve tackled scale and quality through CI/CD, prompt engineering to reduce hallucination, and production-focused practices like JWT/RBAC and OpenAPI/Swagger documentation. I’m open to AI/ML, SWE, and Data Science roles where I can continue building high-impact solutions.
Experience
Work history, roles, and key accomplishments
B.Tech — Information Tech
SAKEC, Mumbai University
Nov 2022 - May 2026 (3 years 6 months)
Pursued B.Tech in Information Technology at SAKEC (Mumbai University). Completed ML projects including YOLOv8m-based computer vision with CI/CD and achieved 92% accuracy and strong performance metrics on product images.
Completed Claude 101 (Anthropic) in 2026.
Scaler Ascent National Finals
Scaler Ascent
Jan 2026 - Present (6 months)
Reached Scaler Ascent national finals as a finalist.
Defect Detection System
HackerEarth
Jan 2026 - Present (6 months)
Developed a defect detection store intelligence system using a CCTV/YOLO pipeline with a FastAPI backend.
Built a containerised system scoring 500+ SQL queries with an ACID-compliant schema and 99%+ uptime under production load.
Purplle Tech Challenge
Purplle
Jan 2026 - Present (6 months)
Built a CCTV/YOLO defect detection pipeline with a FastAPI backend and a recall-optimised ensemble for binary defect classification.
Completed Oracle Data Platform certification in 2025.
Completed Oracle Cloud Infrastructure Foundations certification in 2025.
AICTE EduSkills Cybersecurity
AICTE EduSkills
Jan 2024 - Present (2 years 6 months)
Completed AICTE EduSkills cybersecurity certification in 2024.
Fractal Analytics Gen AI Finalist
Nationally recognized as a Gen AI finalist with Fractal Analytics.
IQiGai Interview Shortlist
IQiGai
Cleared Round 1 and Round 2 and was shortlisted for an IQiGai interview.
Data Analytics (Virtual)
Completed a Deloitte data analytics program (virtual).
Kaggle Competition Rank
Kaggle
Achieved Kaggle Rank 82 as part of national-level recognition.
Generative AI Analytics (Virtual)
Tata
Completed a Tata generative AI analytics program (virtual).
SQL Query Grader
Implemented an SQL query grader deployed on HuggingFace Spaces with a reported score of 56.78%.
Education
Degrees, certifications, and relevant coursework
SAKEC
Bachelor of Technology, Information Technology
2022 - 2026
Grade: 7.5 / 10
Activities and societies: Fake product identification (computer vision) with YOLOv8m/CNN/OpenCV/Python; CI/CD training pipeline via Makefile; algorithmic optimization for ~15% performance gain.
Pursuing a B.Tech in Information Technology (2022–2026) with CGPA 7.5/10. Completed work on fake product identification using computer vision (YOLOv8m/CNN/OpenCV) and built an automated Makefile CI training pipeline with ~15% performance gain via algorithmic optimization.
Availability
Location
IndiaAuthorized to work in
Social media
Job categories
Skills
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