Financial Coconut Transcripts

End-to-end ML project

Links

Summary

Built an end-to-end ML project from model training to prompt engineering to front end

  • Trained a range of OpenAI Whisper (text-to-speech) models on 800GB of Singaporean-accented English
  • Used finetuned model to transcribe podcast
  • Used Large Language Models(LLMs) to summarise transcripts
  • Self-learnt React (along with JSX, HTML and CSS) in 1.5 weeks to build front-end
  • ML Ops to automate pipeline of downloading video, transcribing, summarising and updating website

Landing Page

landing page

Individual Page

landing page