Chhabi Lal Tamang
@chhabilaltamang
Machine Learning Engineer building production-grade AI for document intelligence, computer vision, and LLM systems.
What I'm looking for
I’m a Machine Learning Engineer experienced in building production-grade AI systems across Computer Vision, Document Intelligence, and LLM-powered applications. I’ve developed LLM pipelines that convert complex PDFs into structured, validated JSON outputs for enterprise use cases, and I’ve integrated and evaluated GPT, Gemini, and Qwen APIs to improve extraction accuracy while optimizing quality, latency, and cost.
I also build reliable retrieval and reasoning systems—implementing schema-guided structured prompting, Retrieval-Augmented Generation (RAG) for regulatory compliance Q&A, and multi-agent AI workflows using LangGraph/LangChain and Pydantic. Earlier, I deployed real-time computer vision systems with YOLO, PaddleOCR, and U-Net for industrial applications, and I’ve contributed hands-on quality inspection automation on dedicated GPU infrastructure in manufacturing plants.
Experience
Work history, roles, and key accomplishments
AI Data Analyst
Yirifi.ai
Apr 2025 - Apr 2026 (1 year)
Built LLM-powered document intelligence pipelines to convert complex PDFs into structured, validated JSON outputs. Integrated and evaluated GPT, Gemini, and Qwen APIs, and implemented schema-guided information extraction and RAG-based conversational Q&A for regulatory compliance.
Machine Learning Engineer
Crimson Tech Pvt. Ltd
Oct 2022 - Apr 2025 (2 years 6 months)
Developed and deployed real-time computer vision systems for industrial applications using YOLO, PaddleOCR, and U-Net. Optimized production inference performance, maintained and improved system stability, and mentored engineers on ML models and system improvements.
Education
Degrees, certifications, and relevant coursework
Chitwan College of Technology, Tribhuvan University
Bachelor of Computer Science and Information Technology, Computer Science and Information Technology
2017 - 2021
Completed a Bachelor’s degree in Computer Science and Information Technology at Chitwan College of Technology (Tribhuvan University) from 2017 to 2021.
Availability
Location
Authorized to work in
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Skills
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