Machine Learning Data Science

NGUYEN QUOC THANH

+(84-396****** Ho Chi Minh City, VN

*******@***************.*** linkedin.com/nqthanh2101math www.nqthanh2101math.com OBJECTIVE

Short-term goal: Developing my ability in the Machine Learning - Deep Learning field. Long-term goal: Researching and applying basic and advanced Machine Learning techniques to a variety of fields. EDUCATION

Master of Applied Mathematics, Ho Chi Minh University of Technology, VNU-HCMC 2024 - 2026 GPA: N/A (Now)

Bachelor of Mathematics, Dalat University 2024 - 2026 GPA: 3.57/4.00 (Now)

Bachelor of Finance and Banking, UEH University 2020 - 2023 GPA: 3.21/4.00. Rank: 15/49 (Graduated on time)

SKILLS

Technical Skills Statistical Analysis, Predictive Analytics, and Machine Learning Algorithms. Soft Skills Problem Solving, Communication, Critical Thinking and Persistence. Tools and Software Python(Sci-kit Learn, Numpy, Matplotlib), R, MATLAB, LaTeX and Microsoft Office. PROFESSIONAL CERTIFICATES

• IBM Machine Learning Professional Certificate - IBM.

• IBM Data Science Professional Certificate - IBM.

• ML/DL Specialization - DeepLearning.AI.

• Mathematics for Machine Learning and Data Science - DeepLearning.AI. EXPERIENCE

Applied Data Science Lab May 2024 - Present

WORLDQUANT UNIVERSITY Remote

• Built machine learning and deep learning models to improve investment performance.

• Developed predictive analytics solutions to drive data-driven decision-making.

• Uncovered hidden insights from big data to identify trading opportunities.

• Created scalable data infrastructure to support quantitative research. VIRTUAL INTERNSHIPS 2023 - 2024

REMOTE GLOBAL PROGRAMS Remote

• British Airways Data Science Job Simulation.

• Cognizant Artificial Intelligence Job Simulation.

• Data analytics and visualization Job Simulation at Accenture North America. Research Consultant June 2023 - Present

WORLDQUANT BRAIN HCM, VN

• Applied deep knowledge of mathematics (linear algebra, probability and statistics, numerical analysis) and statistics (time series models, machine learning, deep learning) to build and validate complex quantitative models.

• Used programming fast languages and analytical tools with knowledge of finance to collect, process, and analyze large financial datasets.

• Researched and developed new investment strategies based on findings from data analysis and expressed through alpha.

• Collaborated closely with team members to implement investment strategies into trading systems. Tutor October 2021 - Present

Academic Tutoring Center Nhat Tam HCM, VN

• Taught Mathematics, Physics, and Chemistry to students from grade [C] to [A] following the Ministry of Edu- cation’s curriculum and advanced programs.

• Developed lesson plans, prepared teaching materials, and created innovative learning resources.

• Provided individualized instruction, answered students’ questions, and ensured a solid understanding of the subject matter.

• Facilitated group learning activities to foster a positive and collaborative learning environment.

• Assessed student progress, provided timely feedback, and developed strategies to improve student learning outcomes.

PROJECTS

House Price Prediction. Employed machine learning algorithms and Python libraries to build a house price prediction model. The project encompassed data collection, cleaning, feature engineering, model selection, and evaluation. The final model demonstrates strong predictive performance. (Try it here) Fake News Prediction. Building a fake news detection system: Conduct a project to develop a system that automatically classifies news into real and fake. The process includes: collecting and cleaning news data, building language features, selecting and tuning appropriate algorithms, and evaluating model performance. Skills used: Logistics Regression, Machine Learning. (Try it here) EXTRA-CURRICULAR ACTIVITIES

• Volunteer Activities: NGO, Ivolunteer.

• Voluntary blood donation during the season, Help and Support meals for the homeless. HOBBIES

• My interest: Mathematics, Coding, and Programming.

• Languages: VSTEP (B2), French (A1).

• Others: Love Teaching and Researching in Mathematics-Computer Science.

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