About

About

Hi, I'm Taey

a Korean Dream Explorer based in Munich, Germany.

I'm driven by the challenge of building intelligent systems that learn, adapt, and scale. I'm passionate about applying deep learning and LLMs to real-world problems and managing the entire machine learning lifecycle through MLOps practices.

📚 Education

Oct. 2025 – Present
Technical University Munich, Munich, Germany
Master of Science in Robotics, Cognition, Intelligence
Master of Science in Electrical and Computer Engineering
Apr. 2025 – Present
Technical University Munich, Munich, Germany
Master of Science in Electrical and Computer Engineering
Oct. 2021 – Dec. 2024
Technical University Munich, Munich, Germany
Bachelor of Science in Electrical and Computer Engineering
Oct. 2020 – Sep. 2021
Regensburg University, Regensburg, Germany
Bachelor of Science, Computer Science

💻 Digital Skills

AI
PyTorch TensorFlow
Programming Languages
Python JavaScript VBA .NET / VB.NET C++ MATLAB
Framework/Library
Django Flutter NEXT.JS Pytest Unittest
Tools & DevOps
Git Docker Xcode Android Studio GitHub Actions
Databases
MySQL PostgreSQL noSQL (Firebase)

💼 Working Experience

Oct. 2025 – Present
AI Software Engineer - Working Student
Neteleven GmbH, Munich, Germany
  • Designed data and knowledge pipelines for technical product content, including technical term taxonomy and annotation strategy, heterogeneous source processing, and text pre- and post-processing.
  • Developed and evaluated RAG and KAG architectures, conducting systematic experiments on retrieval quality, parameter tuning, semantic embeddings, and reranking.
  • Integrated RAG-powered search via an MCP-compliant server, with versioning and reproducible evaluation workflows.
Jun. 2025 – Sep. 2025
Software Engineer - Working Student
MOLABO GmbH, Munich, Germany
  • Improved system stability through structured logging, versioned data handling, and reproducible workflows
  • Built and maintained internal tools and scripts to improve data reliability, automation, and reproducibility
Apr. 2025 – Sep. 2025
Python Developer - Student TA
Technical University of Munich, Munich, Germany
  • Migrated/Developed coding exercises from MATLAB to Python for the course "Modeling for Data Uncertainty in Mechanical Engineering (WS25/26)"
  • Created an introductory Python guide to assist beginners in understanding basic concepts and setup.
  • Part time
Jul. 2023 – Mar. 2025
Python/VBA Process Automation Engineer - Working Student
BMW AG, Munich, Germany
  • Developed automated data processing pipelines using Python, VBA, .NET and C#
  • Migrated/Refactored legacy VBA scripts into Python-based automation workflows
  • Automated Tool Development: SPEC/Change management, QA Process
  • Digitalization of VBA-based legacy data systems to SQL DBMS
  • Developed data-driven automation frameworks for vehicle validation processes
  • Data Processing Structure Development
Oct. 2022 – Jun. 2023
Product Development Engineer - Working Student
FoxInsights GmbH, Munich, Germany
  • Conducted product testing and error analysis for 3D-printed prototypes

🚀 Research Projects

Apr. 2025 - Oct. 2025
Change Detection in Satellite Images: Rotation and Scale Invariant Approach
Group Project, TU Munich, Germany
  • Built a GUI application for multi-temporal satellite image analysis, enabling detection and visualization of glacier retreat, urban expansion, and other regional changes.
May. 2024 – Nov. 2024
Sentiment Analysis and Visualization of Song Lyrics using Deep Learning and NLP
Bachelor Thesis, TU Munich, Germany
  • Sentiment Analysis using BERT-based model and Visualization using genAI (Diffusion Model)
Feb. 2025 – Present
Student Research Assistant (Python Developer)
TU Munich, Germany
  • Migrated/Developed coding exercises for the course "Modeling for Data Uncertainty in Mechanical Engineering (WS25/26)"
Apr. 2023 – Sep. 2023
Fairness of Predictive Modelling Based on Traffic Check Data
TU Munich, Germany
  • Developed a predictive model for arrest decisions using the North Carolina Policing Dataset

🛠 Personal & Side Projects

LeetCode Auto-Pusher (Chrome Extension + FastAPI Backend)
Side Project
  • Automates pushing accepted LeetCode solutions to GitHub using OAuth and background scripts
  • Includes dashboard for statistics, ranking, and user streak tracking
Energy Forecasting System
Side Project
  • Developed an end-to-end forecasting pipeline for time-series energy data, including preprocessing, model training, evaluation, and full Docker-based deployment

🤝 Social Engagement

Oct. 2022 – Nov. 2022
Staff member of Coding Camp WS22/23
Another School org, Munich, Germany
  • Teaching some tutorials for Scratch 3.0

🌐 Language Skills

🇰🇷
Korean
Mother Tongue
🇩🇪
German
DSH2 (Munich)
🇬🇧
English
Intermediate
🇬🇷
Greek
Basic

🎨 Hobby

📚
Reading
🧩
Puzzle Games
Sudoku, Cubes, Chess
"THE WAY TO LIVE LIKE A HEDGEHOG" 🦔