Data Science and ML

MAI DUC TOAN

Aspiring PhD Candidate Data Science & Machine Learning Enthusiast

\csuse {emailsymbol}: ****************@*****.*** \csuse {phonesymbol}: 077******* \csuse {mailaddresssymbol}: Tan Phu District, Ho Chi Minh City \csuse {locationsymbol}: Vietnam

OBJECTIVE

Motivated data science graduate with a strong background in fi- nance, currently pursuing dual master’s programs. Passionate about machine learning and eager to pursue a PhD in Computer Science to contribute to research and real-world AI applications. l EXPERIENCE

Bond Dealer

Eximbank

Date: Dec 2021 – Dec 2023 Location: Ho Chi Minh City, Vietnam

• Analyzed macroeconomic trends and forecasted market interest rates.

• Researched and invested in credit institution bonds.

• Compiled reports and proposed bond strategies to management. Contributor

TraderViet

Date: 2021 – 2022 Location: Vietnam

• Authored investment articles focusing on technical and quantita- tive analysis.

Brokerage Intern

Ho Chi Minh Stock Company (HSC)

Date: Sep 2018 – Sep 2019 Location: Ho Chi Minh City, Vietnam

• Conducted market research and created weekly stock reports.

• Performed fundamental and technical analysis for investment recommendations.

e PROJECTS

Evaluation of ML and DL Investment Strategies

WorldQuant University

Date: 2025 Location: Vietnam

• Compared multiple machine learning models for stock market forecasting.

• Built end-to-end pipelines: crawling, processing, modeling.

• Focused on VNIndex dataset to highlight regional relevance. Behavioral Finance in ASEAN Markets

Industrial University of HCMC

Date: 2024 – 2025 Location: Vietnam

• Investigated investor irrationality effects on ASEAN stock mar- kets.

• Applied statistical analysis and empirical modeling.

EDUCATION

Master of Data Science

HCMC University of Science

Date: Dec 2022 – Jun 2025

GPA: 8.8

Master of Financial Engineering

WorldQuant University

Date: Apr 2023 – Apr 2025

GPA: 9.0

Bachelor of Banking and Finance

Industrial University of HCMC

Date: 2016 – 2020

GPA: 3.3

å SKILLS

Programming: Python, R, SQL

Tools & Platforms: GitHub, Docker,

Airflow, Data Crawling, Data Manipulation

Analysis: Machine Learning, Deep Learning

, Statistical Modeling

Finance: Technical & Quantitative Analysis

, Stock Market, Financial Instruments

CERTIFICATIONS &

AWARDS

\faCertificate :

Chartered Market Technician (CMT)

Awarded in 2023

\faTrophy :

Young Scientists Conference

Award recipient in 2020

\faGraduationCap :

University Scholarships

Received 3x from 2016 to 2018

LANGUAGES

English 5

Vietnamese 5

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