thanit456/detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

Hi there, I'm Too

I'm a native Thai. Currently, I'm looking an opportunity to study abroad or work abroad as a Research Engineer or a Research Scientist including VISA sponsorship. Please feel free to talk with me about both serious and trivial topics via the above channels

My focusing researchs

• Knowledge graph
• Social network graph
• Recommendation system in several approaches
• Graph-based Neural Network
• Optical Character Recognition (OCR)
• Scene text detection
• Generative Adversarial Network (GAN)
• Denoising Diffusion Probabilistic Model (DDPM)
• Person re-identification

Talking about Personal Stuffs

• 🔭 I’m currently working on a data analyst (junior data scientist) at Siam Commercial Bank
  - Gain some insights about personal loan chatbot
  - Develop Popular Around You feature in Robinhood SCB Food Delivery
  - Optimize memory usages of recommender system in Robin SCB Food Delivery and make it more scalable
  - Design and build full pipeline of the OCR engine
  - Design and develop annotator service to do two-level caching and solving cold-start problem during OCR deployment
  

Education Experiences

• (Coming soon) Master degree of Computer Engineering at Chulalongkorn University [Knowledge Graph-based Recommendation System]
• Bachelor degree of Computer Engineering at Chulalongkorn University with 3.58/4.00 GPAX (Second-Class Honour) [Person re-identification]

Work Experiences

• Professional Data Analyst (Work as a junior data scientist) at Siam Commercial Bank (SCB) under Data Analytics Function
• Full Stack Data Scientist (Part-time) at Jump AI Co. Ltd (Snaplogic Thailand)
• Full Stack Computer Vision Engineer at OxygenAI Co. Ltd
• Computer Vision Engineer Intern at OxygenAI Co. Ltd
• Research Assistant Student at Dr.Ekapol Chuangsuwanich's Speech Lab about Speech Emotion Recognition
• Software developer Intern at Yannix Co. Ltd
• Research Assistant Student at Dr.Peerapon Vateekul's Datamind Lab about Parkinson disease detection

Programming Languages and Frameworks

• Python (Flask, FastAPI, Pytorch, Torch-geometric, Tensorflow, PySpark, TensorRT, ONNX, TFLite)
• NVIDIA Triton Inference Server
• Scala
• C/C++
• Javascript (Angular)
• Java
• SQL