Asian Institute of Technology, Pathumthani, Thailand
AI Center Unit
- Machine Learning Developer - Full time, current position
- Software Developer - Full time, after graduation
- Graduate Research Assistant - Internship
Working Experience
Selected Work Projects
- Text-Based Video Smart Search
Developing a Thai-language surveillance video search PoC using generative AI, on-premise LLM serving, vision-language multimodal models, fine-tuning, and vector database integration.
- CCTV Black Smoke Measurement and Evaluation
Developed research software and a web app with video analytics for vehicle black-smoke detection, screening, and multi-frame emissions analysis with ENTEC, NSTDA.
- Safety AI PoC
Developing tollway surveillance analytics for wrong-way driving, speeding, illegal parking, unexpected objects, 300-meter falling-object detection, and vehicle length classification.
- AI Service for Video Analytics
Contributed to AI service development, model training, optimization, hosting tests, CI pipeline upgrades, automated tests, reporting, and service software patching.
- Face Recognition
Owned analytics-side face recognition covering detection, tracking, recognition integration, evaluation, and deployment support.
- Wildfire Simulation and Component Classification
Developed wildfire component classification and segmentation from drone video, with forecasting support using empirical models and satellite data.
- Video Action Recognition
Improved action recognition post-processing to reduce fall detection false positives and evaluated system performance.
- Other Demo Projects
Built accident detection logic with tracked object-pair reasoning using Qwen 3.5, plus VLM-based scene detection for fire, violence, fall, smoke, and abnormal surveillance events.
Thesis
MULTI-MODAL PERSON RETRIEVAL: BRIDGING TEXT, IMAGES, AND RE-IDENTIFICATION
Developing a Transformer-based multimodal system integrating text and image encoders for identity processing, cross-camera person re-identification, and text-based person search in one OpenAI CLIP-inspired model.
Education
Asian Institute of Technology
M.Sc. Data Science and Artificial Intelligence, GPA 3.7/4.0
Hisamatsu Prize recipient. Courses include machine learning, data modeling, business intelligence, programming for data science and AI, and natural language understanding.
Suranaree University of Technology
Bachelor of Science, GPA 3.60/4.0
YSTP research scholar from NSTDA and full scholarship recipient from the university.
Certifications
- CS50x
Core programming and web application concepts with C, Python, and SQLite.
- CS50AI
Core concepts of artificial intelligence and machine learning.