chanmunfai/chanmunfai

Hi there, I'm Mun Fai 👋

I am an AI enthusiast with extensive experience in machine learning including having had published a paper on self-supervised learning in a top journal. I am proficient in R, Python and deep learning frameworks like Pytorch. I am an MSC Artificial Intelligence graduate and a BSC Econometrics and Mathematical Economics graduate.

You can find me on:

👩‍💻 Languages and Tools

🍁 Interesting Projects

1. How well do self-supervised learning transfer to medical imaging? 🩻

• Published paper in MDPI Journal of Imaging

2. Hierachical Kalman Variational AutoEncoders 📺

• Designed and implemented novel and efficient model for video prediction for Masters dissertation

3. Podcast Transcript website 🤫

• Finetuned OpenAI Whisper model on 800 GB of Singaporean accented speech
• Transcribed and summarised Singaporean podcasts and designed frontend for website

4. Query Chatbot 🤖

• Scrapped data from Singapore Government's website and built chatbot to query over these data