Machine Learning, Data Science, Data Analyst

Le Hong Cat

Data Analyst Intern

Education

University of Science, VNU-HCM Ho Chi Minh City, Viet Nam Bachelor of Mathematics and Computer Science Sept. 2021 – Present

• Major in Data Science

• GPA 8.0/10, TOEIC 690

Work Experience

Image Processing with OpenCV Oct. 2023 – Jan. 2024 Leader Statistical Data Processing, PhD. Nguyen Dang Minh

• Present the theoretical basis of threshold, gradient, edge detection.

• Mention concepts of Laplacian, Sobel filters.

• Use canny edge detection to detect the coins.

• Count the coins with contours.

Predicting Insurance Premium Oct. 2023 – Jan. 2024 Leader Python for Data Science, MSc. Ha Van Thao

• Pre - processing and analysis data.

• Use Machine Learning model to predict.

Facial Expression Recognition with Machine Learning Jun. 2024 – Jul. 2024 Leader Fundamentals of ML, PhD. Huynh The Dang

• Data analysis.

• Use PCA, SVM, MLP, RDF, KNN to train model.

• Use GridSearchCV for best parameters for each model. Value at Risk and Backtesting Apr. 2024 – Jun. 2024 Member Finacial Modeling, PhD. Nguyen Dang Minh

• Present the theoretical basis of Value at Risk model and Backtesting

• Use Backtesting to hypothesis testing VaR model. Game Review Annotation Apr. 2024 – Present

Member AISIA Lab

• Labeling Data

Lifelog QA Dataset Annotators Jul. 2024 – Present

Member AISIA Lab

• Labeling Data

Research Experience Student Jun. 2024 – Present

Intern AISIA Lab

Courses

Introduction to Demography Apr. 2024

University of Science, VNU-HCM

High-dimensional Statistics, VIASM Jul. 2024

University of Science, VNU-HCM

Skills

Python, R, Data Visualization, Machine Learning, SQL, MongoDB, C/C++, Microsoft Office 085-***-**** ********@*****.*** linkedin.com/in/catlee2702/