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DS Specialized Research Assistant at National Taiwan University, Taiwan. Current Data Science Master Student in University of Colorado Boulder.
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
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.