About Me

Hi! I'm Caslow Chien, a data science enthusiast currently pursuing my Master's in Data Science at Boston University. I'm passionate about turning data into insights, having developed innovative projects like a recommendation system for online shopping and a neural network for disaster reduction. When I'm not diving into data, you can catch me dancing or leading events—let's connect!


Machine Learning

Data Analysis

Data Engineering

Web Design

National Science and Technology Center (Taiwan)

Data Science Contractor

Jan 2024 - May 2024

National Science and Technology Council (Taiwan)

AI Researcher

Jul 2023 - May 2024

Artificial Intelligence and Multimedia Laboratory, National Taiwan University

AI Research Assistant

Jul 2022 - Jul 2023

Accudata Research Institute Inc.

Data Science part-time Intern

Mar 2023 - Jun 2023

NTU Data Analytics Club

Data Analysis Project Member

Sep 2022 - Jun 2023

Ministry of Education (Taiwan)

Coding 101 Contest

3rd place🥉

Mar 2023

National Science and Technology Center for Disaster Reduction (Taiwan)

Data Communication of Disaster Prevention Contest

Best Popularity Award🏅 3rd place 🥉

Dec 2022

Science & Technology Policy Research and Information Center (Taiwan)

Nation Colleges Data Analysis Contest

Finalist🪙

Dec 2022

Atona Inc.

National College Business Case Contest

Finalist🪙

May 2020

Sep 2024 - Present

Boston University

Faculty of Computing and Data Sciences|Master in Data Science

Jul 2023 - Jun 2024

Australian National University

Global Program|One-year Exchange Student

Sep 2019 - Jun 2024

National Taiwan University

College of Science|Department of Physics

AI Projects






Edge-Optimized Model Fine-Tuning for Code Translation

Skill matrix

Machine Learning (Transformers, Knowledge Distillation), Model Deployment, Model Fine-Tuning


Tools

Python (Pandas, PyTorch, Gradio), Hugging Face Transformers, Git

Learn more >

Predictive Analytics for Disaster Survival in Educational Gaming

Skill matrix

Machine Learning (Self-built DNN Model), Data Mining, Model Deployment, Web Design


Tools

Python (Pandas, PyTorch), HTML, CSS, JavaScript

Learn more >

End-to-End Data Pipeline and Sentiment Analysis for Market Insights

Skill matrix

Natural Language Process (ChatGPT API), Data Mining, Machine Learning, Front-End Development


Tools

Python (Streamlit), HTML, CSS, Git

Learn more >

Sentiment Analysis for Bitcoin Market Trends with NLP

Skill matrix

Natural Language Process (RoBERTa Model), Data Mining, Machine Learning, Web Crawling


Tools

Python (BeautifulSoup, Requests), Git

Learn more >

3D Dance Generation from Music: Model Fine-Tuning

Skill matrix

Machine Learning (Gaussian Diffusion Model)


Tools

Python (PyTorch)

Learn more >

Real-Time Recommendation System for Online Shopping

Skill matrix

Machine Learning, Relational Database Management


Tools

Python (Tensorflow), MySQL, Git, Auzre system

Learn more >

Data Engineer Projects






3-month project, Machine Learning Engineer & Team lead

AI Trend Forecaster: End-to-End ETL Pipeline with Azure

Built an end-to-end ETL pipeline using Azure tools to forecast AI trends with LSTM models and visualize insights in real-time with Power BI.

1-month project, Programmer

Data Scraper and Pipeline on Social Platform

Built a data scraping pipeline for Taiwan’s largest social forum, reducing manual data collection time from 4 weeks to a few minutes.

2-months project, Full-Stack Programmer & PM

PHP-Based Movie Database Management System

Developed a PHP-based relational database from scratch, with CSS and JavaScript to enhance user experience.

3-months project, Full-Stack Programmer & PM

Dynamic Email Personalization GUI System with Excel Integration

Developed a Python email automation system with a GUI, sending 120 personalized emails in under five minutes using Excel integration.

Data Analysis Projects






4-month project, Data Analyst & GitHub Repository Admin

Student Debt Collection Case Analysis and Visualization

Analyzed millions of court cases and built an interactive dashboard to uncover key insights into student debt collection practices in Massachusetts.

2-month project, Data Analyst & Full-Stack Programmer & PM

Data Analysis and Prediction for Electric Vehicle

Analyzed the EV market and predicted regional EV charging demand, then built a one-page website with an AI model for quick insights.

1-month project, Data Analyst

Mental Health Trends Analysis: Taiwan Youth Focus

Analyzed mental health trends among Taiwanese youth, uncovering data correlations and insights using Tableau for impactful visualizations.

Interest that reflect
who I am

Street Dance
Be sure to always in sync

Flat White
One perfect brew at a time

Curiosity is
the essence of human existence.
       – Gene Cernan

Building Connections
Bring more laughter to the world

Music producing
Creativity from every beat

Global DA
To learn the world better

Street Dance
Be sure to always in sync

Curiosity is
the essence of human existence.
        – Gene Cernan

Flat White
One perfect brew at a time

Building Connections
Bring more laughter to the world

Contact Me

Fuelled by curiosity and always ready for the next big opportunity
Let’s connect and create something amazing!


caslow@bu.edu


Boston, MA 02134, United States


+1 (617) 609-9499

Download CV

Copyright © Vanessa Huang, modified by Caslow Chien, 2024.