Data Science & NLP Researcher
{
"interests": [
"Text Mining",
"Machine Learning",
"Language Acquisition"
],
"affiliation": "NTUST",
"status": "Building with data"
}
Conducting quantitative research in foreign language acquisition using SEM, IRT, and multilevel modeling at NTUST.
Building interactive tools and research software with Python, R, Next.js and machine learning frameworks.
Teaching assistant for ML, text mining, and language acquisition courses. Contributing editor to academic publications.
National Taiwan University of Science and Technology
Sept 2024 – Sept 2026 (Expected)
Double Major: Electrical and Computer Engineering
Minor: Computer Science and Information Engineering
GPA: 4.28 / 4.3
Coursework: Text Mining, Information Security, Big Data Analysis, Data Science, NLP in Generative AI, ML for Text Mining, Programming Language, Data Structure
The Catholic University of Korea, Seoul
Sept 2023 – Dec 2024
University of Leipzig, Germany
Mar 2023 – Jun 2023
Wenzao Ursuline University of Languages
Sept 2019 – June 2024
Minor: German
GPA: 4.1 / 4.3
Lab of Data Analytics in Human Science, NTUST
lab-website-kohl.vercel.appLaw & Technology Innovation Center, NTUST
www.ltic.ntust.edu.twAugust 2025
Text Mining and Machine Learning in Religious Scriptures: A Data-Driven Analysis of Value Alignment Between the Bible, the Dhammapada, and the Tao Te Ching with Taiwan's Generation Z
August 2025
Digitization and Preservation of Indigenous Language Through Software Development: In the Case of Atayal
Contributed to Text Analysis in Social Sciences: Applications of R by Prof. Wen-Ta Tseng, published by Wu-Nan Book Inc.
Book LinkMarkov model-based password strength system comparing with zxcvbn. 4-gram analysis with Laplace smoothing.
Large-scale text mining on 613 news articles (421,879 words) with sentiment analysis, TF-IDF, and co-occurrence network analysis.
Intelligent grammar correction chatbot for English articles, integrating RAG and fine-tuning with file upload and screenshot analysis.
Industry collaboration with PSK Cosmetics. Interactive donation system for Taiwan's Whale & Dolphin Association with automated lottery.
National Academy of Marine Research, 2025
Optimizing Marine Conservation through Data Mining: MPA Effectiveness Assessment Using eDNA and ML
2025
Mindful Minds — Developing a Mental and Physical Health Education App
National Taiwan University, Jul 2025
First place in the Final Project Competition on Artificial Intelligence of Things
NSTC Undergraduate Research Scholarship
Religious Scriptures Text Mining Project
NSTC Undergraduate Research Scholarship
Indigenous Language Digitization Project
Academic Excellence Scholarship
NTUST
Academic Excellence Award for Graduating Students
First in Class — Wenzao Ursuline University
MOE Overseas Exchange Financial Assistance Grant
Ministry of Education
Academic Excellence Scholarship
Outstanding Conduct & Academic Performance
Fall 2020 & Spring 2020
Academic Excellence Scholarship
Python Programming — NTU
Jan 2025
C++ Programming 101 — NTU
Feb 2025
AIoT Practice with Arduino — NTU
Jul 2025
{
"name": "CHENG, CHAO-HSIANG",
"email": "a11317005@mail.ntust.edu.tw",
"phone": "+886-970-733-372",
"github": "qazasd2518995",
"location": "Taipei, Taiwan",
"available": true
}