I'm Caslow Chien, a Master's student in Data Science at Boston University. My academic pursuits are focused on blending Data Science, Data Analysis, Statistic, and Artificial Intelligence.
I'm currently exploring internship opportunities in Data Science, Data Analyst, and Machine Learning Engineer. If you’re interested in collaborating or just want to chat, feel free to reach out via email or connect with me on LinkedIn!
- Data Science Intern - Vizuro | Boston, MA
- Data Science Technical Project Manager - BU Spark! Faculty of Computing & Data Sciences, Boston University | Boston, MA
- Graduate Assistant - Master of Science in Data Science, Faculty of Computing & Data Sciences, Boston University | Boston, MA
- Data Science Consultant - Taiwan’s National Science and Technology Center for Disaster Reduction | Remote (Taiwan)
- Data Science Intern - Accudata Research Institute Inc | Taipei, Taiwan
- Research Assistant - Artificial Intelligence and Multimedia Laboratory, National Taiwan University | Taipei, Taiwan
Predictive Analytics for Disaster Survival in Educational Gaming @ Taiwan's NSTC
- Managed 3 teams of 5+ students on client projects, ensuring client satisfaction, project progress, and technical support.
- Investigated Massachusetts court database (5 tables, millions of rows) using SQL, applying advanced querying techniques to extract student debt-related cases without clear indicators, supporting GBH’s social justice news efforts.
- Developed an interactive Looker Studio dashboard for non-technical clients, enabling easy data filtering by year, court type, and plaintiff party, while managing and intaining GitHub repositories for usability and data integrity.
- 🔗Explore the Project from Portfolio
Student Debt Collection Case Analysis and Visualization @ BU Spark!(Private Repository)
- Managed 3 teams of 5+ students on client projects, ensuring client satisfaction, project progress, and technical support.
- Investigated Massachusetts court database (5 tables, millions of rows) using SQL, applying advanced querying techniques to extract student debt-related cases without clear indicators, supporting GBH’s social justice news efforts.
- Developed an interactive Looker Studio dashboard for non-technical clients, enabling easy data filtering by year, court type, and plaintiff party, while managing and maintaining GitHub repositories for usability and data integrity.
- 🔗Explore the Project from Portfolio
End-to-End Data Pipeline and Sentiment Analysis for Market Insights @ Gogoro Inc x NTU Data Analytics Club(Private Repository)
- Developed an automated ETL pipeline for social media sentiment analysis and top keyword using GPT-3.5 API and HuggingFace NLP model, categorizing data by product features and month, saving 20+ hours of manual labeling weekly.
- Built a dashboard with Python Streamlit and Plotly, integrating the pipeline to deliver insights with one click in under 60 seconds, while leading and training the team on API integration and front-end development.
- 🔗Explore the Project from Portfolio
Sentiment Analysis for Bitcoin Market Trends with NLP
- Developed a sentiment analysis model using transformer model from HuggingFace, implemented a streamlined pipeline for data scraping, cleaning, and tokenization with Python package to process real-time Twitter data.
- Created a custom sentiment index using NLP model outputs to quantify Bitcoin market sentiment trends.
- 🔗Explore the Project from Portfolio
PHP-Based Movie Database Management System
- Built a PHP-based system for managing IMDb movie data, enabling CRUD operations via a user-friendly interface integrated with phpMyAdmin and MySQL.
- Designed and documented a streamlined deployment process using XAMPP, incorporating IMDb's public dataset for real-world data management applications.
- 🔗Explore the Project from Portfolio
Dynamic Email Personalization GUI System with Excel Integration
- Developed a Python-based email automation tool with a graphical user interface (tkinter), enabling personalized mass email delivery using Excel data to send 120 customized emails in under two minutes.
- Designed a streamlined deployment process and provided detailed documentation for user onboarding, enhancing efficiency for event organizers and facilitating unlimited simultaneous email customization.
- 🔗Explore the Project from Portfolio
Data Science (Data Mining, Statistic, Visualization, Machine Learning)
Data Engineer
Project Management
Website Create
- Master of Science in Data Science, Boston University (2024 - Expected 2025)
- Bachelor of Science in Physics, National Taiwan University (2019 - 2024)
- 📄 [The International Workshop on Advanced Image Technology](To be published in Merch 2025)
- International Workshop on Advanced Image Technology (IWAIT), 2025.
- Fine-tuned a 3D dance video generation model with PyTorch to specialize in breakdancing, expanding the dataset from 1,269 to 1,435 motion-music pairs with self-edited clips, resulting in an 18% increase in votes in a performance blind test.