My Skill Set

With over 15 years of experience utilizing DATA and AI across various industries, including retail management, consumer goods, marketing analysis, production management, supply chain management, financial reporting, and more.

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


Databricks Certified: Machine Learning Professional
Earned on October 31, 2022
Expires on October 31, 2024

AI-102 | Microsoft Certified | Azure AI Engineer Associate
Earned on April 24, 2021
Expires on November 13, 2024

DP-100 | Microsoft Certified | Azure Data Scientist Associate
Earned on April 24, 2021
Expires on November 13, 2024

PL-300 | Microsoft Certified | Power BI Data Analyst Associate
Earned on May 8, 2021
Expires on May 9, 2024






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