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Thapanee Punnavirat

Thapanee Punnavirat (Elly)

I enjoy working with data and believe in AI and Machine Learning applications under responsible practices. Based in Dublin 🇮🇪 & Bangkok 🇹🇭.

NLP AI Safety Machine Learning Data Science
View My Work → Download CV
About Me
Passion for language, intelligence & impact.

I hold a Bachelor's degree in Business Administration and a Master's degree in Digital Innovation. For over three years, I worked for a multinational IT company in Ireland on a Natural Language Processing project improving AI's understanding of users' requests. Since then, I've pursued intensive training in data science and machine learning. More recently, I've focused on AI safety evaluation (red-teaming and RLHF), ensuring large language models behave safely and responsibly. Alongside my work, I'm building early-stage startup ventures, driven by a belief that technology should create real, everyday impact.

/01
AI & Data Science Bootcamp 2024
VISTEC – DEPA Thailand AI Research Institute · Nov 2024 View ↗
/02
Machine Learning Research School 2023
Bangkok · Aug 2023 View ↗
/03
Diploma in Machine Learning & AI
Distinction · City Colleges, Dublin · May 2023 View ↗
/04
IBM Data Science Certificate
Dec 2022 View ↗
/05
Azure AI Fundamentals
900/1000 · Jul 2023 View ↗
🇹🇭
Thai
Native
🇬🇧
English
C1
🇯🇵
Japanese
B1
🇩🇪
German
B1
🇰🇷
Korean
A2
💻
Experience & Education
Professional Experience
Present
Founder
Kup-Kup · LandB
Technology, sustainability, community impact.
5+ Years
NLP Data & ML Specialist
Multinational IT · Ireland
NLP projects, linguistic data quality, ML model training. AI Safety for Generative AI.
Education
Degree
Master's — Digital Innovation · Upper-second Class Honor.
UCD Michael Smurfit Graduate Business School · Dublin
Degree
Bachelor's — Business Administration · Second Class Honor.
Mahidol University International College · Bangkok
What I Do
Skills
/01
Natural Language Processing
Language Understanding, Sentiment Analysis, Keyword Extraction across multilingual datasets.
/02
Machine Learning
Regression, Classification. Data collection, wrangling, labelling to model training and evaluation.
/03
Data Science
Visualization, exploratory analysis. NumPy, Pandas, Matplotlib, Scikit-learn, SQL.
/04
Python & NLP Libs
SpaCy, NLTK, OpenAI API, Jupyter. Text processing and entity extraction pipelines.
/05
Cloud & Tools
Azure AI certified (900/1000). Jupyter Notebook, MS Office Suite.
/06
AI Safety
Responsible AI — safe, ethical systems aligned with human values.
Selected Work
Latest Projects
Housing Analysis
NLP · 2023
Housing Crisis Opinion Analysis
Sentiment analysis of tweets about housing, extracting keywords and uncovering opinion patterns around the global shortage.
SentimentNLPPython
Read More →
LLM
Your LLM Project
Brief description — problem, approach, and impact delivered.
LLMFine-tuningRAG
Read More →
Data Science
Your DS Project
Brief description — data analyzed, insights, and business value.
PandasVizML
Read More →
Building
Ventures
Kup-Kup
Sustainable Smart Beverages
Smart vending machines dispensing customizable drinks into reusable cups, reducing waste while personalizing the experience.
IoT & AISustainabilityConsumer Tech
LandB
AI-Powered Rental Marketplace
Intelligent rental marketplace connecting lenders and borrowers across any property type with AI-driven matching.
AI/MLMarketplacePropTech

Let's connect.

Collaborations, AI conversations, or new opportunities.
I'd love to hear from you.

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