CV/Resume

A PDF version can be found here.

Contact Infos & Socials

*(NTU, GT) = (National Taiwan University, Georgia Institute of Technology)

Programming Lang. / Tools : , R, / / + , , ,
Analytics Tools:
- EDA and Data Preparation: Pandas, Polars, Dask, (Py)Spark
- Visualization: Matplotlib, D3.js
- Statistical Modeling and Machine Learning:
  - General-purpose Machine Learning Models: Sklearn
  - Deep Learning: Pytorch, HuggingFace
  - Functional / Tensor / Network / Textual / Time Series Data: Scikit-FDA, TensorLy, NetworkX, Statsmodels
- Optimization: PuLP, CVXPY

Data Analytics Project Practicum Intern 2024/09-2024/12 Python PowerBI Time Series Analysis (@MedTranso Go + GT)
- A practicum project sponsered by MedTrans Go, an end-to-end data analytics tasks, aiming to quantify and analyze tech updates on sales, as well as identifying other underlying patterns of requests.
- Project details can be found in this project page: Applied Analytics Practicum.
Teaching Assistant and Research Assistant 2019/08-2023/05 (@NTU, Math Department)
- Hosted, instructed weekly homework, quiz review sessions & office hours for Calculus, Abstract Algebra as a TA
- Collaborated with Prof. Wu-Yen Chuang to work on problems in algebraic geometry as an RA, organized study groups, hosted weekly reading seminars on topics in algebraic geometry and algebraic topology

This page provides an overview. A more detailed description is given in this page.

The Last Book Bender 2024/01-04/2024 Python BERT Recommendation Systems ReactJS Flask
- A book recommender and visualization web app, built on Goodreads10k and books from project Gutenberg
Scaling CF via CBF and Data Injection 2024/01-04/2024 Python Recommendation systems LaTeX
- A project exploring ways to scale the traditional user-based collaborative filtering (UBCF) to larger datasets, via content-based (CBF) approaches - users subsampling and item clustering
flusim 2023/09-2023/12 Python Simulation Markov Processes LaTeX
- A Python package published on TestPyPI, for simulation, calculation of statistics, visualizations of a particular theoretical flu-spread process

3DGauCIM: Accelerating 3D Gaussian Splatting via Digital Compute-in-Memory for Real-Time Edge Rendering 2024/08-2024/11 publication
- Fourth author in a publication submitted to DAC (Digital Automation Conference)
- Helped producing rigorous key 3D visuals illustrating main ideas using Matplotlib, and modularized it as a Python dataclass for the paper’s main authors to easily make tweaks on it (such as switching on and off the plot components, using other color schemes or sizes)
- Simplified and streamlined the mathematical formulations of Gaussian splatting (both 4D and 3D temporal)
Convex Analysis Notes 2024/08–2024/10 ML Theory Optimization LaTeX Git
- A math learning note on the subject of convex analysis, published on Github, garnering 6 stars.
Master’s Thesis 2022/02-2023/06 Mathematical Research Academic Writing LaTeX
- Title: ”A Motivic Blowup Formula of Moduli Spaces of Rank 2 Sheaves on an Algebraic Surface”
Mandatory Military Service 2021/02-2021/06 Taipei, Taiwan
Online Course Certificates:
- Algorithms by Stanford University on Coursera 2023/11
- CS50’s Introduction to Artificial Intelligence with Python by Harvard University on edX 2023/03