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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

self-correction-human-parsing

An out-of-box human parsing representation extractor.

self-similarity-grouping

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)

ser_playground

seven-segment-ocr

Digitizes numbers from videos & images of seven segment displays

seven-segment-ocr-1

Computer vision project to automatically recognize digits characters in a seven-segments display

shopping_cart_database

Database for Shopping_ASR repository implemented by mongoose and express.js

sign

SIGN: Scalable Inception Graph Network

simgnn

A PyTorch implementation of "SimGNN: A Neural Network Approach to Fast Graph Similarity Computation" (WSDM 2019).

simple-chatbot

simplehtr

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

socket_chat

a mini project to learn about socket programming in Network Laboratory Course

spcl

[NeurIPS-2020] Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID.

starter_kit

Start building full stack dApps fast with this starter kit!

stereo_camera

stereo_mango

Individual study about how to find depth

stockpriceprediction

stock price prediction using deep learning

str-fewer-labels

Scene Text Recognition (STR) methods trained with fewer real labels.

streamlit-light-leaflet

Streamlit quick & dirty Leaflet component that sends back coordinates on map click

streamlit-webrtc_video-processing

Inspired by https://blog.streamlit.io/how-to-build-the-streamlit-webrtc-component/ and I will customize it for my additional purpose

streamlit_annotate

A small streamlit app to annotate

svm_recognizing_digit

Recognizing 7 segment digit by OpenCV SVM model

syne-tune

Large scale and asynchronous Hyperparameter Optimization at your fingertip.

synthtiger

Official implementation of SynthTIGER (Synthetic Text Image GEneratoR) ICDAR 2021

tabert

This repository contains source code for the TaBERT model, a pre-trained language model for learning joint representations of natural language utterances and (semi-)structured tables for semantic parsing. TaBERT is pre-trained on a massive corpus of 26M Web tables and their associated natural language context, and could be used as a drop-in replacement of a semantic parsers original encoder to compute representations for utterances and table schemas (columns).

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Hi there, I'm Too

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