Product Recommendation Model
Suggest potential products for each customer.
- Data: Customers across all regions of Thailand, over 200 products
- Techniques: Collaborative filtering, matrix factorization, association rule mining, deep learning
Panthakan "Seenam" Boonsuriyatham
Data Scientist/AI Researcher at Fusion Solution • Bangkok • Thailand
Math | Stats | ML | NLP | Analytics
I turn data into AI-powered solutions.
Data Scientist & AI Researcher specializing in machine learning, statistical modeling, and AI system development. Experienced in deploying production-grade solutions across retail businesses, business analytics, and research domains.
Key Achievements- Build end-to-end data pipelines using Azure, SQL, and Python frameworks
- Thailand representative presenting AI-driven disease classification solutions
- Continuously certified across multiple technologies, committed to lifelong learning
- Hands-on experience across diverse domains—from government to retail analytics
About
Data Scientist with a focus on practical ML, experimentation, and clear communication. I enjoy building systems end-to-end—from data ingestion and modeling to monitoring and stakeholder storytelling.
Skills
Cloud and Data Platforms
Microsoft Azure Cloud Platform
Azure ML
Azure AI Studio
Microsoft Fabric
Microsoft Power BI
Google Cloud Platform
Google Vertex AI
Google BigQuery
Programming Languages
Python
R
C
C++
MATLAB
SQL
Python Libraries & Frameworks
pandas
NumPy
PySpark
scikit-learn
TensorFlow
PyTorch
Data Visualization
Seaborn
Matplotlib
ggplot2
Selected Projects
Customer Segmentation Model
Group customers into meaningful segments for targeted marketing by their behavior and preferences.
- Data: Customer behavior and preferences across multiple channels across all regions of Thailand, over 1M customers
- Clustering techniques: K-means, hierarchical clustering, DBSCAN
Disease Classification Model
Classify diseases in corn crops using image data.
- Collaboration: Kasetsart University, National Corn and Sorghum Research Center Thailand
- Recognition: Thailand representative in digital innovation sector for ASEAN Digital Awards 2026
- Model: ResNET
Search Engine Model
Search for relevant information/products based on user queries.
- Techniques: Query Preprocessing, Natural Language Processing
- Model: Query routing model
- Data: Over 300 different products to retrieve information from
Sentiment Analysis
Demand Forecasting
Certifications
Professional certifications and verified credentials.
Microsoft Certified Credentials
Microsoft Certified
Azure AI Fundamentals
Microsoft Certified
Azure AI Engineer Associate
Microsoft Certified
Azure Data Scientist Associate
Microsoft Certified
Fabric Analytics Engineer Associate
Microsoft Certified
Fabric Data Engineer Associate
Google Cloud Certified Credentials
CV
Experience
- Data Scientist — Fusion Solution (May 2025–present). Build ML models and solve retail business needs.
- AI Researcher — Fusion Solution (August 2025–present). Develop AI techniques for R&D Team.
Education
-
PhD in Computer Science — Chulalongkorn University, 2026 - present
Research Area: Information Retrieval -
MPhil in Statistics — University of Glasgow, 2022 - 2024
Thesis: Changepoint Detection for Net Electricity Demand Modelling in Great Britain -
MSc in Data Analytics — University of Glasgow, 2021 - 2022
Dissertation: Analysis of Course and Degree Results in a University Programme -
Graduate Courseworks in Mathematics — Silpakorn University, 2020 - 2021
Completed all required coursework (thesis/seminars not pursued due to university transfer) -
BSc in Mathematics — Silpakorn University, 2016 - 2019
Project: Some Properties of Prime-Cubed Cyclotomic Cosets in Cyclic Group ℤm
Scholarships & Funding
- Fully funded DPST scholarship for higher-level study abroad (2020–2024)
- Fully funded government scholarship for Science and Technology (DPST) (2014–2024)
- Outstanding Student Scholarship, Silpakorn University (2016–2020)
Awards & Recognition
- Thailand Representative, ASEAN Digital Awards 2026 (Digital Innovation Category)
- Best Undergraduate Project Presentation Award in Mathematics, DPST Conference (2020)
- DPST Short Research Award, University of California, San Diego (2019)
Talks & Teaching
- Precalculus Tutor for First-Year Science Students, Silpakorn University (2017–2019)