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Name: Thanit Tativannarat

Type: User

Company: Siam Commercial Bank

Bio: I'm currently working with recommendation system and doing some researches about person re-identification

Blog: https://www.linkedin.com/in/thanit-tativannarat-498507178/

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

Thanit Tativannarat's Projects

nnsss

Multi-Class Segmentation of Side-Scan Sonar Data using a Neural Network

noah-ged

Source code of “Noah: Neural-optimized A* Search Algorithm for Graph Edit Distance Computation”, accepted by ICDE 2021. Authors: Lei Yang, Lei Zou.

optuna_tutorial

osmnx-examples

Usage examples, demos, and tutorials for OSMnx.

pan_pp.pytorch

Official implementations of PSENet, PAN and PAN++.

pandalm

papers

parabola_chatroom

parkinson_detection

detect people whether being parkinson's disease or not from facial expression

pattern_recognition_hw

The homework is assigned in Pattern recognition at Chulalongkorn University by Ekapol Chuangsuwanich

plr-osnet

Source codes for the paper "Learning Diverse Features with Part-Level Resolution for Person Re-Identification"

pose2seg

Code for the paper "Pose2Seg: Detection Free Human Instance Segmentation" @ CVPR2019.

ppocrlabel

PPOCRLabel is a semi-automatic graphic annotation tool suitable for OCR field, with built-in PPOCR model to automatically detect and re-recognize data. It is written in python3 and pyqt5, supporting rectangular box annotation and four-point annotation modes. Annotations can be directly used for the training of PPOCR detection and recognition models.

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Hi there, I'm Too

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