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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

human_instance_segmentation

image-to-coco-json-converter

Convert segmentation mask images to COCO JSON format

image_classification_playground

imageregistration

playground for trying something new in Computer Vision

imageretrieval

Based on Pytorch and Flask, thanks to the image_retrieval_platform

imutils

A series of convenience functions to make basic image processing operations such as translation, rotation, resizing, skeletonization, and displaying Matplotlib images easier with OpenCV and Python.

instructions-of-the-personx-dataset

Images of the PerxonX dataset and the original 3D human models of this dataset

jiant

jiant is an nlp toolkit

jiant_download_hscode_data

jobtitlesimilarity_dataset

js_21day_challenge

Javascript 21 day challenge to create 21 projects in quarantine period ( from COVID-19 )

kaldiwebrtcserver

Python server for communicating with Kaldi from the browser using WebRTC

kinect_skeletal_many_people

Using Microsoft kinect v2 and OpenGL to track lower body of people, get depths from spine base

lightweight-human-pose-estimation-3d-demo.pytorch

Real-time 3D multi-person pose estimation demo in PyTorch. OpenVINO backend can be used for fast inference on CPU.

mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

meena-chatbot

Google's Meena transformer chatbot implementation

ml-face-deployment

deploy ml model by flask python

ml-road

Machine Learning Resources, Practice and Research

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmrec

A Toolbox for MultiModal Recommendation. Integrating 10+ Models...

mmt

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

mmt-plus

[VisDA-2020 (ECCVW)] Improved Mutual Mean-Teaching for Unsupervised Domain Adaptive Re-ID (Top-performing Solution).

monsterkiller101

Progmeth Project 2018

multimodal_ser

IEMOCAP dataset

mybettersetrepresentation

Reproducing Better set representations for relational reasoning (https://proceedings.neurips.cc//paper/2020/file/09ccf3183d9e90e5ae1f425d5f9b2c00-Paper.pdf)

nemo

NeMo: a toolkit for conversational AI

neurosed-expts

Jupyter notebooks for experiments in the paper "NeuroSED: Learning Subgraph Similarity via Graph Neural Networks".

neurosummary

Thai text summarization in NLP System course at Chulalongkorn University using thaigov-corpus

neurosummary_tf2

nfnets_pytorch

Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".

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Hi there, I'm Too

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