Bachelor of Science - BSc Computer Science (ML & AI)
University of London - Singapore Institute of Management
Singapore04-2026
Winston Lu
Summary
Recent CS grad focused on building websites and practical software. Requirements completed Sep 2025; conferral Apr 2026. Built Lunori, an offline voice-journaling app (Electron + FastAPI). Seeking software engineer roles; ready to start now.
Education
Skills
- Programming languages: Python, Javascript
- Web/Backend: FastAPI, REST
- Desktop: Electron
- ML/NLP: PyTorch, Hugging Face, Whisper
- Tools: Git/GitHub, Jupyter
Accomplishments
Lunori: Local-first voice-journaling desktop app available on GitHub
- Electron UI + Python FastAPI service; clean REST boundary between app and ML.
- Integrated Whisper (offline STT) and DistilBERT (sentiment/mood).
- Implemented privacy-first local storage with a clear schema and export capability
NLP Fake-News Classifier
- Built binary classifier with TF-IDF + logistic regression; compared against DistilBERT baseline (PyTorch/HF).
- Documented preprocessing & error analysis for reproducibility
Timeline
Bachelor of Science - BSc Computer Science (ML & AI)
University of London - Singapore Institute of Management