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Thọ Phạm

@thphm1

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AI Engineer at VDCD Ninh Binh building legal RAG systems and document-intelligence pipelines.

Vietnam

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At VDCD Ninh Binh, I design and deploy legal RAG systems for Vietnamese legal and administrative documents. I built retrieval pipelines that trace answers to specific provisions and route requests across more than 23 administrative and legal categories.

I also developed FastAPI streaming services and OCR pipelines for Vietnamese Citizen ID Cards and Land Use Right Certificates, extracting structured fields and validating them with document-specific rules. Previously, at MCI Academy, I developed data pipelines and Power BI dashboards and worked on RAG chatbot systems.

Experience

Work history, roles, and key accomplishments

Current

AI Engineer

Current

VDCD Ninh Binh

Mar 2026 - Present (8 months)

Designed and deployed production-oriented Legal RAG systems using Python, FastAPI, PostgreSQL, Qdrant, and Redis. Built end-to-end retrieval pipelines and implemented intent-based routing and Agent workflows for administrative and legal request categories.

Python fastAPI PostgreSQL Qdrant Redis RAG AI Agents Lang Chain LangGraph Docker OCR Prompt Engineering Vector Search REST APIs SSE

Data Analyst / AI Engineer

MCI Academy

Jun 2025 - Mar 2026 (9 months)

Architected data pipelines for enterprises and research institutes, designed Power BI dashboards, and led the development of intelligent Chatbot systems using RAG and LLMs. Conducted prompt engineering and system optimization to improve retrieval accuracy and response quality.

Data Pipelines Power BI RAG LLM Prompt Engineering Chatbot Development Data Visualization

Education

Degrees, certifications, and relevant coursework

Cole

LLMOps, LLMOps

Completed LLMOps certification from Cole in 2026.

Cole

AI, Artificial Intelligence

Completed AI certification from Cole in 2025.

Cole

Data Science, Data Science

Completed Data Science certification from Cole in 2025.

Thang Long University

Bachelor of Science, Artificial Intelligence

Bachelor of Science in Artificial Intelligence from Thang Long University, with relevant coursework in Big Data, Machine Learning, Deep Learning, Computer Vision, Web Development, and Data Science.