
DS Specialized Research Assistant at National Taiwan University, Taiwan. Current Data Science Master Student in University of Colorado Boulder.
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ECG-classification-with-CNN
October 1, 2025 – October 1, 2025
Using CNN to identify type of heart beat with ECG graphs
View ProjectTumour-Image-Identification
September 18, 2025 – September 23, 2025
Binary image classification problem where metastatic cancer in small image patches taken from larger digital pathology scans were identified.
View ProjectMonet-like-images-with-GAN
September 14, 2025 – September 18, 2025
Using Generative Adversarial Network (GAN) to generate pictures with Monet-like style on real-life photo.
View ProjectTweet-on-Natural-Disaster
September 7, 2025 – September 7, 2025
NLP Project with Bidirectional LSTM
View ProjectNYC-Shooting-Incident
November 10, 2024 – November 10, 2024
NYC-Shooting-Incident — GitHub repository
View ProjectDrug_Review_Clustering
April 28, 2024 – April 29, 2024
Drug_Review_Clustering — GitHub repository
View ProjectHeart-Failure-Classification
February 29, 2024 – February 29, 2024
A classification machine learning project on predicting death event amount heart failure patients.
View ProjectBellaBeat
September 6, 2022 – September 7, 2022
Data Analysis Capstone Project from Google Data Analytic Certificate
View Projectexample_package_Sandy
September 30, 2021 – October 4, 2021
example_package_Sandy — GitHub repository
View ProjectCultural Fit Analysis
The candidate's projects show a strong inclination towards data science and machine learning, aligning well with a Data Scientist role. The diversity of personal projects (image classification, NLP, GANs, RAG) indicates a proactive learning attitude and self-motivation. However, the lack of professional experience or team-based projects makes it difficult to assess collaboration or broader cultural fit within an organizational setting.
Soft Skills & Operational Fit
Insufficient data to assess soft skills or operational fit. No psychometric test results or interview feedback provided.