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Saksorn Ruangtanusak (Harry) 👋

LinkedIn Kaggle Hugging Face Google Scholar

AI Researcher specializing in LLM and NLP 🤖📚

Innovative Data Scientist with a strong background in AI, focusing on Large Language Models (LLM) and Natural Language Processing (NLP). Experienced in leveraging both on-premises and cloud computing for cutting-edge AI solutions.

🏆 Achievements

  • Gold Medal in Super AI Engineer Season 2
  • Winner of Bangkok AI Hack 2023
  • Published research in NLP, nuclear engineering, and optimization algorithms

🛠 Technical Skills

  • Languages: Python (Advanced), SQL (Advanced), Bash (Advanced), JavaScript (Basic)
  • Frameworks: PyTorch, Hugging Face, GeoPandas, OpenCV, AWS, MLflow, Docker, Conda, PyThaiNLP
  • Areas of Expertise: LLM, NLP, Computer Vision (2D and 3D), Geospatial Deep Learning

📚 Publications

  1. Multi-Label Classification for Low-Resource Issue Tickets with BERT - ICCI 2024 (March 2024)

    • Applied Pre-Trained BERT for Low-Resource dataset text multi-label classification.
  2. Transuranic Waste Incineration in Next-Gen Boiling Water Reactor Using OpenMC - PHYSOR 2022 (May 2022)

    • Onsite International Conference on Physics of Reactors - organized by American Nuclear Society at USA Pittsburgh.
    • Designed and simulated Resource-Renewable Boiling Water Reactor via Monte Carlo neutron transport.
  3. Gaussian Quantum-Behaved Particle Swarm with Learning Automata-Adaptive Attractor and Local Search - ECTI-CON 2022 (May 2022)

    • Visualized optimization benchmark data and finding insight from different algorithms.

🌱 I'm currently learning

  • Advanced techniques in LLM fine-tuning
  • Cutting-edge approaches in Vision Language Models
  • Efficient methods for Small Language Models

👯 I'm looking to collaborate on

  • Open-source NLP projects
  • Research in low-resource language processing
  • Innovative applications of LLMs in various domains

📫 How to reach me


⚡ Fun fact: I've participated in numerous AI hackathons and even won a competition to design an autonomous anti-drone system!

Saksorn Ruangtanusak's Projects

3ddepth icon 3ddepth

3D sensing, object detection and depth estimation

amr-reader icon amr-reader

Abstract Meaning Representation (AMR) reader w/ gradio

annra icon annra

ANNRA - Artificial Neural Network Robotics Arm

attacut icon attacut

A Fast and Accurate Neural Thai Word Segmenter

dataset-diffusion icon dataset-diffusion

Dataset Diffusion: Diffusion-based Synthetic Data Generation for Pixel-Level Semantic Segmentation (NeurIPS2023)

deepcut icon deepcut

A Thai word tokenization library using Deep Neural Network

imr icon imr

IMR - Intelligent Mobile Robot (Applied AI in mobile robotics)

juti icon juti

JUTI - JUst Train It (Autonomously generate bounding box labels for object detection)

linalgcourse icon linalgcourse

Python and MATLAB code for online linear algebra course

notion_widgets icon notion_widgets

A set of HTML widgets that could be embedded into Notion.so https://www.notion.so/ pages.

pattern_2022 icon pattern_2022

Pattern recognition course 2022 @ Chulalongkorn University

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