Vanson

Hi, I'm Vanson

Graduate student decoding the universe through Math, empowering the future with AI, and preserving our world with Sustainability.

Hi, I'm Vanson, a math graduate student who loves using Python to explore mathematical ideas! I usually dive deep into the ocean of math problems and occasionally glitch into the AI universe! I am equipped with a built-in Math Energy Field and an AI Detection Radar the moment class starts.

I’ve always believed that math shouldn’t just be a cold pile of formulas. It should feel like cracking the secret code of the universe! And as for AI? Sure, it looks like futuristic tech, but at its core, it’s built on something very familiar to us: good old math.

你好，我是Vanson，一位全職在學研究生，喜歡用Python實現數學想法。數學不該只是冷冰冰的公式堆疊，而是像在解開宇宙密碼一樣酷。如果我們願意從數學這扇門進入，就能慢慢揭開 AI 的本質。讓我們一起在這門課裡：解碼數學、開啟AI，探索屬於你的未來宇宙！

Professional Skills

🧠

Python & AI

  • AI Modeling: Deep Learning, Machine Learning
  • Techniques: Data Analysis, NLP, RAG
  • Database: MongoDB
📐

Mathematics

  • Calculus & Geometry
  • Mathematical Logic
  • Computational Thinking
🌍

Sustainability

  • Sustainability Manager: TAISE (53rd cohort)
  • Sustainable Report Scoring
  • ESG Data Implementation
🗣️

Languages

  • Mandarin: Native
  • English: Professional
  • German: Deutsch A2

Academic & Experience

National Chengchi University (NCCU)

Master's Degree - Department of Mathematical Sciences

Undergraduate - Department of Mathematical Sciences

Working Experience

TransGlobe Life Insurance Inc. - Digital Technology (數位科技處)


Teaching Assistant for:

  • Generative AI: Text & Image Synthesis Principles
  • Computational Thinking and Intro to AI
  • Calculus & Geometry
  • Mathematics, Logic and Life

Key Projects

  • True news? Fake news?
  • Find out internal fraudsters!
  • Sustainable Report Scoring System

Thesis

The Identification of Greenwashing Information in Sustainability Reports Using Artificial Intelligence

Online Courses

Calculus

Core mathematical foundations for advanced modeling.

  • Limits & Derivatives
  • Partial Derivatives

Python

Primary programming language for data and AI.

  • Basic Language Logic
  • Loops, Functions & Data Structures

Artificial Intelligence

Comprehensive studies in modern AI architectures.

  • Deep Learning: FCNN, CNN, RNN, Transformer
  • Machine Learning: Support Vector Machine, XGBoost
  • Techniques: Retrieval-Augmented Generation (RAG)
  • Generative AI: Custom LLM via API