Working Experience

Avanade Japan KK. 🌐
Role: Software Engineer (Data & AI)
1 years (Present)

Works ID Co., Ltd. 🌐 Japan
Role: Senior Data and AI Specialist
5 years

Brainchild Inc. Japan
Roles: Data Analyst, BI Developer, Digital Marketer
2 years

Nielsen Co., Ltd.🌐 Thailand
Data Analyst -> Senior Manager
9 years

Certifications

Technical Training

Databricks Data Engineering

Machine Learning in Production MLflow and Model Deployment

Generating Reliable Inventory Forecasts with Databricks

Modernizing Financial Risk Management with Databricks

Lakehouse with deltalake

Hands-On Training for Data Science and Machine Learning

Scaling-ML-Pipelines

Scaling DL with TensorFlow and Apache Spark

Foundations of NLP at Scale

Competitions

Kritdikoon Woraitthinan

Competition Expert
Highest RANK 770

Medals	Kaggle Competitions
Silver 2024/01	LLM - Detect AI Generated Text 🌐 (Identify which essay was written by a large language model) [NLP] [Text Classification - English]
Bronze 2022/10	Open Problems - Multimodal Single-Cell Integration 🌐 (Predictions DNA, RNA & protein measurements co-vary in single cells) [Tabular Data] [DNA] [Regression]
Bronze 2022/08	American Express - Default Prediction 🌐 (Predict if a customer will default in the future) ) [Tabular Data] [Timeseries] [Classification]
Bronze 2022/07	Ubiquant Market Prediction 🌐 (Make predictions against future market data) [Tabular Data] [Timeseries] [Regression]
Bronze 2022/04	Happywhale - Whale and Dolphin Identification 🌐 (Identify whales and dolphins by unique characteristics) [Computer Vision] [Image Classification]
Bronze 2022/02	TensorFlow - Help Protect the Great Barrier Reef 🌐 (Detect crown-of-thorns starfish in underwater image data) [Computer Vision] [Object Detection]

Medals	Nishika Competitions
Silver 2022/11	Hate Speech Detection 🌐 (Detecting hate speech from bulletin board posts) [NLP] [Text Classification-Japanese]

Research Paper

Does novel food differ in cultural contexts? A comparative analysis of Japanese and Singaporean cultural acceptance through text analysis of mass media
Current Research in Food Science
2023-01-11 | Journal article
https://doi.org/10.1016/j.crfs.2023.100436
CONTRIBUTORS: Hikaru Matsuoka; Yuta Uchiyama; Kritdikoon Woraitthinan; Ryo Kohsaka

Literacy

Language
Thai： ★ ★ ★ ★ ★　（NATIVE）
English： ★ ★ ★ ★ ★ （TOEIC 905）
Japanese： ★ ★ ★ ★ ★ （JLPT N2）
Chinese (Mandarin)： ★ ★ ★ ★ ★ （HSK LV4）

Programming Language

Python ★ ★ ★ ★ ★

Data processing, Visualization, Machine Learning, Web scrapping

Javascript ★ ★ ★ ★ ★

Frontend web development, Next.js

PySpark ★ ★ ★ ★ ★

Big Data: Data Engineer, Data Science, MLOps

R ★ ★ ★ ★ ★

Statistical analysis, Visualization

SQL ★ ★ ★ ★ ★
C ★ ★ ★ ★ ★
C# ★ ★ ★ ★ ★
HTML ★ ★ ★ ★ ★
CSS ★ ★ ★ ★ ★

Tools

BI
Power BI ★ ★ ★ ★ ★
Tableau ★ ★ ★ ★ ★

Cloud
Azure (Microsoft) ★ ★ ★ ★ ★
GPC (Google) ★ ★ ★ ★ ★
AWS (Amazon) ★ ★ ★ ★ ★

Database
SQL Server ★ ★ ★ ★ ★
My SQL ★ ★ ★ ★ ★
PostgreSQL ★ ★ ★ ★ ★

Azure and tools
Data Integration: Synapse Analytics, Data factory, Databricks
Compute: VM, Azure Functions, Azure App Service, Azure Container Instances, Azure Container App
Storage: Sharepoint, Blob Storage, Files Storage, Queue Storage, Data Lake Storage
Database: SQL Server, MySQL, PostgreSQL
Productivity: Power BI, Power App, Power Automation
Development tools: VC Code, Git, Github, Azure DevOps, Docker, Azure Container Registry
AI: Azure Open AI Service, Azure AI Search, Azure Cognitive Service, Azure AI Document Intelligence
MLOps: Azure Machine Learning, MLFlow

Tools
Wordpress (CMS) ★ ★ ★ ★ ★
Kairos3 (Marketing Automation) ★ ★ ★ ★ ★

🤖 AI DEMOs

Language: Contents Q&A
Language: Summarization multilang
Language: Content Classification
Language: Content Similarity
Language: Voice to Text to Sentiment
Image: Image Classification-Interpretation
Image: Sketch Image Classification

GitHub

GitHub: Repositories

SKILLS