Open to opportunities

minhquang vu

@minhquangvu

Message

Senior Data Scientist building robust, interpretable, efficient LLM-powered products and optimization models.

Vietnam

Message

What I'm looking for

I’m looking for a team where I can build robust, interpretable, and efficient LLM-based systems—shipping end-to-end chat and NLP solutions in cloud environments, and applying optimization/Math to real business problems with measurable impact.

I’m a Senior Data Scientist with 5 years of experience designing and delivering AI-driven solutions, with a strong focus on robustness, interpretability, and efficiency in LLM-based systems. I’ve built end-to-end chatbot applications using multiple LLMs, including intent detection, automated query generation, and response synthesis tailored to user-specific educational needs. I also develop mathematical models for business optimization and support scalable deployments in cloud environments.

In my most recent role, I designed mathematical optimization models for school timetable generation using CVXPY and Pyomo, and deployed LLM-powered chatbots with Azure Promptflow and FlexFlow. Previously, I drove workflow and pipeline improvements with Azure Machine Learning, cutting processing time by 85% and reducing production runtime by 80%. I also deliver practical NLP solutions at scale, including diacritic restoration across large preprocessing pipelines handling tens of millions of records.

Experience

Work history, roles, and key accomplishments

Current

Data Scientist

Current

Arsen Kawaijuku Tech Vietnam

May 2024 - Present (2 years 2 months)

Designed mathematical optimization models for school timetable generation and translated constraints into solvable formulations using CVXPY and Pyomo. Built and deployed multiple LLM-powered chatbots using Azure Promptflow and LangChain, including intent detection with automated MySQL query generation and document-based knowledge retrieval.

Mathematical Optimization CVXPY Pyomo Azure Prompt Flow MySQL Docker Tool Selection JSON Question Generation LLM

Data Scientist

FPT Telecom

Aug 2022 - May 2024 (1 year 9 months)

Introduced Azure Machine Learning to optimize workflows, reducing end-to-end processing time by 85% without compromising model quality. Redesigned production data pipelines and built NLP for diacritic restoration, including large-scale preprocessing over customer name records.

Azure Machine Learning Workflow Optimization data preprocessing Data Pipelines NLP Diacritics

Intern

Singalarity

Jan 2022 - Jun 2022 (5 months)

Built a backend transaction component for MB Bank using JHipster and supported accurate transaction processing by streaming transaction data with RabbitMQ.

JHipster RabbitMQ Backend Development

Education

Degrees, certifications, and relevant coursework

Bach Khoa University

MSc in Computer Science, Computer Science

2024 -

Grade: 8.9 GPA

Pursuing an MSc in Computer Science with a current GPA of 8.9. Thesis focuses on coverage path planning (CPP) optimization for cleaning robots.

Bach Khoa University

Bachelor of Computer Science, Computer Science

2018 - 2023

Grade: 8.2 GPA

Earned a Bachelor degree in Computer Science, achieving a GPA of 8.2. Thesis focused on developing deep learning models using machine-translated data for depression diagnosis.