Education
- B.Sc. in Mathematics, National Taiwan University (2018–2022). Began in Physics (2016), transferred to Math in 2018.
- Graduate Institute of Linguistics, National Taiwan University (2022–2025). GPA 4.28/4.3; ranked 1st all six semesters. Thesis defense A+, July 2025.
Research Experience
Teaching Experience
- TA for BrainHack School Taiwan 2023
- TA for ERP Course (NTU 2023) — introduced
Python-based EEG preprocessing and visualization alongside MATLAB EEGLAB.
- Guest lecturer (Computational Linguistics, NTU 2024) — taught math foundations for ML (probability, stats, linear algebra, calculus).
Technical Projects
- Projects include FastICA, scratch-coded NN/RNN/Seq2Seq with attention, CNN on ECG, RAG + agents, and workflow automations.
Side Projects
Research Interests
- ML for biosignals & brain data
- EEG/ERP analysis
- Computational linguistics
- LLM interpretability
- Game theory
Updated 2025 · GitHub: @amandalin047