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MARK MA
Capstone

Tead Lead & Data Scientist
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Pioneered a food diary tracking prototype, enabling vocal meal descriptions with AI models like OpenAI’s ChatGPT. Envisioned product roadmap, formulating a Gantt chart for task assignment and development timelines.
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Spearheaded development of a user-friendly Streamlit app with Docker and FastAPI, incorporating models like OpenAI’s Whisper for transcription, Food-Based-Bert for extraction, Sentence-Bert for embedding, and Faiss for matching. Successfully launched the beta version in the company.



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