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@nguynanht
Dynamic Data Scientist and Machine Learning Engineer with significant experience.
I am a dynamic Data Scientist and Machine Learning Engineer with significant experience in the banking, real estate, and financial services sectors. I excel at designing and implementing end-to-end machine learning solutions, creating scalable data pipelines, and developing production-ready models. My expertise lies in fostering data-driven decision-making through collaboration with cross-functional teams.
Throughout my career, I have successfully engineered a Feature Store with thousands of valuable features, developed high-impact predictive models, and pioneered novel ML techniques to enhance existing solutions. My work has led to significant improvements in risk controls and decision accuracy, demonstrating my commitment to leveraging data for impactful business strategies.
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Work history, roles, and key accomplishments
Techcombank
May 2023 - Present (2 years 6 months)
Enabled democratization of data and AI for low-code/no-code users, accelerating model iterations and boosting performance through foundational platform tools. Developed high-impact predictive models in fraud detection, credit-risk scoring, and income estimation, enhancing risk controls and decision accuracy.
One Mount
Sep 2021 - Present (4 years 2 months)
Led a team of 4 Data Scientists and Data Engineers to build end-to-end ML solutions in real estate, driving automated insights from unstructured property data. Standardized and cleansed data from human input, web scrapes, and legacy databases—applying text normalization, de-duplication and outlier detection to ensure production-ready datasets and reduce downstream errors.
VPS Securities
Jul 2019 - Present (6 years 4 months)
Developed a churn prediction model as part of the customer loyalty program, reducing the monthly churn rate from 2% to 1.5%. Developed the initial group of models to help customers trade more effectively, hence increase company's revenue.
NAL Vietnam
Feb 2019 - Present (6 years 9 months)
Completed an internship focused on AI, specializing in NLP and computer vision. Key projects included license plate and food menu detection and classification, face recognition, topic/comment classification, and invoice OCR.
Military Bank
Nov 2015 - Present (10 years)
Developed a credit risk management strategy, including credit limits for various sectors and products. Conducted credit data analysis to identify trends and insights that inform lending decisions and risk management strategies.
Asia Commercial Bank
Apr 2014 - Present (11 years 7 months)
Prospected and advised customers on banking products and services, including loans, credit cards, savings accounts, and more. Conducted comprehensive credit assessments to evaluate the creditworthiness of individual and business customers.
Degrees, certifications, and relevant coursework
Master of Banking and Finance, Banking and Finance
Completed a Master's degree focusing on advanced banking and finance principles. Gained expertise in financial markets, risk management, and investment strategies.
Bachelor of Banking and Finance, Banking and Finance
Acquired foundational knowledge in banking and finance, including financial analysis, economic principles, and banking operations. Developed skills in financial product assessment and customer advisory.
Software and tools used professionally
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