Data Science Analysis

HOANG MINH TRUONG

Linh Trung, Thu Duc, HCMC

+84-945-***-*** ******************@*****.***

EDUCATION

VNUHCM - University of Science 2022 - 2026

Bachelor of Data Science CGPA: 8.68/10 (3.68/4)

Faculty of Mathematics and Computer Science

Language: English (Upper-Intermediate)

Academic Excellence Scholarship - Semester 1 2023-2024 (GPA: 9.44/10) EXPERIENCE

AISIA Research Lab Feb. 2024 - Present

Undergraduate Research Assistant

Deploy translation models from many languages into English

Collaborate with researchers to re ne sentiment analysis models, contributing to improved performance

Labeled data samples for sentiment analysis in Natural Language Processing (NLP) projects using Label Studio, ensuring high accuracy and consistency PROJECT

House Price Prediction Jun. 2024

A nal end-to-end project for the Introduction to Data Science course (link)

Built project outline, scrape data using BeautifulSoup, extract features using LLMs and RegEx

Great contribution in data preprocessing and feature engineering such as handling missing value and categorical variables, exploit additional features based on available data

Focused on achieving generalization to ensure robust performance on unseen data, avoid over tting Cancer Mortality Prediction May. 2024

A real-world data analysis employing PCA for dimensionality reduction (link)

Performed EDA, data cleaning, data preprocessing, and data analysis with visualization tools

Deployed predictive models for cancer mortality using the reduced-dimensional dataset, providing valu- able insights into the relationship between features and outcome TECHNICAL SKILLS

Computer Languages Python, R, SQL, C/C++, MATLAB

Software & Frameworks PyTorch, Jupyter Notebook, SQL Server, Git, Linux, LaTeX Libraries Scikit-learn, NumPy, Pandas, Matplotlib, Seaborn, RegEx RELEVANT COURSES

Core Courses Other Courses

Machine Learning Specialization (Stanford) (cert) Python for Data Science (cert) Introduction to Data Science (10/10) Databases and SQL for Data Science (cert) Probability (9.7/10) Data Structure and Algorithm (9.2/10) Linear Algebra (9.4/10)

Calculus (9.8/10)

Discrete Mathematics (9.5/10)

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