Summary
Education
Skills
Accomplishments
Timeline
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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

Bachelor of Science - BSc Computer Science (ML & AI)

University of London - Singapore Institute of Management
Singapore
04-2026

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

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Winston Lu