Data Scientist Science

Phuc Dang Minh

# ***************@*****.*** +84-379-**-**-** ð phuc-dm

Education

Bachelor

University of Science, VNUHCM - Data Science - GPA: 8.4/10 Sept 2022 – Now

Experience

AISIA Lab, Researcher Assistant

• Labeling Vietnamese comments and reviews by sentiment and key terms to im- prove the performance of sentiment analysis models.

• Labeling images of an individual’s daily routine over 1.5 years to categorize ac- tivities by time, location, and actions, helping analyze behavioral patterns and lifestyle changes.

• Processed over 200 motivational videos featuring human faces, arms, and hands sourced from the internet for analysis and model training. Ho Chi Minh City, VN

Mar 2024 – Nov 2024

Projects

Humanity Status Detection

• Applied Fourier Transform and Statistic to extract useful data from EEG data to detect focused, unfocused, and drownsy. Trained a various of models of Machine Learning and Deep Learning, archived the highest accuraccy as 1.

• Tools Used: MNE, Pytorch, Scikit-learn

Nov 2024

House Price Prediction

• Fetched over 10 million of house price data from internet. Applied a several of Machine Learing algorithm to figure out which model has a best performance.

• Tools Used: BeautifulSoup, Scikit-learn, Matplotlib, Seaborn May 2024

Income Type Classification

• Fetched 2 million economic and growth data points (1992–2022) fromWorldBank API. Performed EDA with statistical tools for efficient analysis and used advanced ML models to achieve up to 90% accuracy.

• Tools Used: WorlđB API, Scikit-learn, Matplotlib, Seaborn Feb 2024

Awards

UIT Data Science Challenge

• Ranked in the top 8 on leaderboards across Southern Vietnam. SIMIODE

• Meritorious Award for SCUDEM IX 2024.

Skills

Languages: English - IELTS 6.5, German - A1

Programming Languages: C++, C, Python, R

Concepts: ExploratoryDataAnalysis, Machine Learning, Data Preprocessing, NLP, Data Augmentation, Prompting, LLM 1

Last updated in January 2025

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