Panthakan Seenam Boonsuriyatham
Panthakan Seenam Boonsuriyatham
AI Researcher at Fusion Solution • Bangkok • Thailand
Retrieval Systems | RAG | Knowledge Graphs | LLMs | Machine Learning
Contact Me

I build AI solutions from problems and ideas.

AI Researcher focused on knowledge management, retrieval systems, RAG, and knowledge-graph design. I start from a problem and compose the right ML & AI techniques into end-to-end solutions—across research, government, and industry.

Key Achievements
  • Designed an information-retrieval framework powered by a knowledge graph, and built smart search and agentic RAG chatbots for government and enterprise clients
  • Silver Award Winner (Runner-up) and Thailand representative at ASEAN Digital Awards 2026 for AI-driven agricultural disease classification
  • Pursuing a PhD in Computer Science with a research focus on Information Retrieval
  • Continuously certified across cloud and AI technologies, committed to lifelong learning

About

AI Researcher who turns problems and ideas into working AI systems. My work centers on knowledge management and retrieval—designing knowledge graphs, building RAG pipelines, and applying LLMs and classical ML where each fits best. I like building systems end-to-end, from problem framing and retrieval design to deployment, monitoring, and clear communication with stakeholders.

Skills

Knowledge Systems & Generative AI

Retrieval-Augmented Generation (RAG) Knowledge Graphs Information Retrieval Semantic Search Vector Databases Embeddings Large Language Models (LLMs) Agentic AI

Cloud and Data Platforms

AzureAMicrosoft Azure Cloud Platform AzureMLAzure ML AI-StudioAzure AI Studio FabricMicrosoft Fabric BIMicrosoft Power BI GCPGoogle Cloud Platform VertexAIGoogle Vertex AI BigQueryGoogle 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

Knowledge-Graph Retrieval & Smart Search

An information-retrieval framework powered by a knowledge graph, deployed as a smart search engine for government services.

  • Framework: information retrieval framework built on a knowledge graph (Fusion Solution R&D)
  • Deployed as a smart search engine for a government digital-services platform
  • Techniques: Knowledge graphs, semantic search, query routing, NLP

Agentic RAG Chatbots

Retrieval-augmented, agentic chatbots that ground LLM answers in trusted enterprise knowledge.

  • Agentic AI chatbot for medical document summarization (insurance sector)
  • Chatbot for call-center operations (public sector)
  • Techniques: RAG, LLMs, agentic workflows, retrieval over enterprise sources

Intelligent AgriDiagnose

AI-powered corn disease classification integrated into messaging platforms—no app downloads required.

  • Recognition: Silver Award Winner (Runner-up) at ASEAN Digital Awards 2026, Digital Innovation Category
  • Thailand representative for ASEAN region in Digital Innovation sector
  • Technology: Deep Learning (ResNet), integrated into Line, WhatsApp, Facebook Messenger
  • Collaboration: Kasetsart University, Thailand National Corn Research Center

Applied ML for Retail

Production ML solutions built from business problems across all regions of Thailand.

  • Product recommendation across 200+ products (collaborative filtering, matrix factorization, deep learning)
  • Customer segmentation for 1M+ customers (K-means, hierarchical clustering, DBSCAN)
Sentiment Analysis Demand Forecasting Thai OCR Accuracy

Certifications

Professional certifications and verified credentials.

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Education

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

  • Silver Award (Runner-up) — ASEAN Digital Awards 2026, Digital Innovation Category, Hanoi, Vietnam (January 15, 2026)
  • Thailand Representative for ASEAN region in Digital Innovation sector at ASEAN Digital Awards 2026
  • 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)
View CV