About Me
I am a machine learning engineer who enjoys listening to metal songs while coding.
My Professional Journey
- At Carro, I worked on and am working on:
- Object detection + segmentation project to create car listing images
- Image segmentation project to detect external damages in car photos taken from different angles
- An audio classification project based on traditional signal processing + neural networks to identify engine issues from engine audio recordings
- A single-body-multi-head image classification model using multi-teachers knowledge distillation techniques to identify basic car infos
- A multilingual OCR project (English, Thai and Bahasa) for eKYC system
- A GenAI project leveraging Google’s Gemini models
- Managing AWS infras using terraform
- At Codigo, I worked on:
- Deep learning models for Myanmar Handwritten Text Recognition System
- Burmese language OCR systems
Personal Projects
- Telegram bot with AI agent in backend to set reminders using natural language or from uploaded photos or documents
- Music genre classifier
- Training api using Pytorch, TFRecords and Omegaconf https://github.com/kaung-htet-myat/music-classifier-training-api
- Web inference api using Django https://github.com/kaung-htet-myat/music-classifier-web-api
Research Experience
- Active learning + knowledge distillation for divergent multi-teacher learning