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.
- Gold Medal in Super AI Engineer Season 2
- Winner of Bangkok AI Hack 2023
- Published research in NLP, nuclear engineering, and optimization algorithms
- 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
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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.
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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.
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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.
- Advanced techniques in LLM fine-tuning
- Cutting-edge approaches in Vision Language Models
- Efficient methods for Small Language Models
- Open-source NLP projects
- Research in low-resource language processing
- Innovative applications of LLMs in various domains
- Email: saksorn.ruang@gmail.com
- Location: Bangkok, Thailand
⚡ Fun fact: I've participated in numerous AI hackathons and even won a competition to design an autonomous anti-drone system!