Assistant Professor
Research interests lie at the intersection of Artificial Intelligence, Machine Learning, and Smart Grids — with a focus on making advanced models practical for real-world deployment. Specializing in Neural Architecture Search (NAS), Computer Vision, and sustainable energy systems.
Competitions
CSIRO - Image2Biomass
Top 2% · Silver · 83rd of 3802
Google - ASL Fingerspelling
Top 8% · Bronze · 95th of 1314
Scholarships
The Royal Golden Jubilee (RGJ) Ph.D. Scholarship
Granted by Thailand Research Fund for PhD in Computer Engineering at Naresuan University.
Memberships
- IEEE Senior Member Present
- ACM Professional Member Present
Work Experience
Assistant Professor
2023 – PresentSGtech, Naresuan University
Asst. Director for Digital Innovation
2023 – PresentSGtech, Naresuan University
Guest Editor
2024Frontiers in AI / Big Data
Reviewer
OngoingIEEE Access, TAI, TCE, TCDS, TCYB, TEVC, TII, TNNLS, TRPMS; ESWA, EAAI, Neural Networks
Lecturer
2021 – 2023SGtech, Naresuan University
Visiting Student Researcher
2018 – 2020STEM, University of South Australia
Senior Developer
2016 – 2017Fiber One Public Co., Bangkok
Education
PhD in Computer Engineering
2017 – 2021Naresuan University
Dissertation: Development of deep learning neural network for on-device mobile processing
M.Eng. Computer Engineering
2014 – 2017Naresuan University
B.Eng. Computer Engineering
2013Naresuan University
Technical Skills
Languages
Python, C++, Java, PHP, SQL
Domains
ML, DL, CV, NAS, HPC
Frameworks
PyTorch, TensorFlow, Docker
Soft Skills
Research, Mentoring, Collaboration
Research Projects
Zero-shot Explainable Time-series Forecasting using Large Language Models
Leveraging LLMs to perform zero-shot time-series forecasting with built-in explainability, reducing the need for domain-specific training data.
Development of a Model Training Technique for Multi-Horizon Long-Term Time Series Forecasting
Novel training strategies for deep models to accurately predict multiple future horizons simultaneously for long-term planning.
Intelligent Operation Optimization of Grid-Scale Battery Energy Storage Systems
ML-driven optimization of battery storage operations under Thailand's climate to maximize economic return and minimize carbon emissions.
Low-Carbon Neural Architecture Search for Saliency Prediction
Automating efficient neural network design to optimize visual saliency prediction accuracy while minimizing carbon footprint.
Comparison of Control Techniques for MPPT Applied to Grid-connected Photovoltaic System
Comparative study of maximum power point tracking control methods to improve grid-connected photovoltaic system efficiency.
Photovoltaic-Battery Inverter with Grid-Connected and Grid-Forming Operations
Design and evaluation of hybrid inverter architectures enabling seamless switching between grid-following and grid-forming modes.
Automated Snail Detection and Tracking based-on YOLOv3
Real-time computer vision pipeline using YOLOv3 for detecting and tracking snails in paddy fields to support precision agriculture.
Low Complexity Machine Learning Algorithm for Snail Detection and Tracking
Lightweight ML models optimized for resource-constrained edge devices to detect and track agricultural pests in real time.
Thai Food Image Recognition using Deep Neural Networks on Smartphone
Mobile deep learning system for recognizing Thai dishes from smartphone photos, enabling automated food logging and nutrition analysis.
VHF Radio Frequency Detection System with Remote Control over Internet Network
Remote-controlled VHF RF detection system accessible via internet networks for real-time signal monitoring and spectrum analysis.
Tracking and Time Approximation System for EV via Smart Phone on Network 3G
Smartphone-based EV tracking and travel time estimation system leveraging 3G network infrastructure for smart transportation.
Teaching & Mentorship
school Teaching (Postgrad)
- Data Science and Machine Learning for Smart City
- Blockchain Technology
- Big Data Analytics in Smart City
- Built Environment and Sustainability
- Cyber Security
groups Advisees
Current Students
- Sorawut Jittanon PhD Student
- Wathinee Kaewzaikird M.S. Student
- Pawornwan Rawungpai M.S. Student
Graduated Students
- Sorawut Jittanon M.S.
- Karma Dorji Ph.D.
Publications
mail Let's Connect
Open to research collaborations and specialized AI consulting roles. Whether you have a question or just want to say hi, I'll try my best to get back to you!