
Hi, I'm Modem
Kasidet Modem
Kasidet Saisudsawat
PhD student, Computer Science
Dept. of Computer Science and Information Technology, Faculty of Science, Naresuan University
I work on computer vision and deep learning for medical images, and I build the IoT and software systems that research runs on.
Fields
- Computer Vision
- Deep Learning
- Vision Transformers
- CNN
- Medical Image Analysis
- Digital Pathology
- IoT & Embedded
- Sensors
- RAG & LLM
- DevOps
- 2021Best Thesis Award, NU; internship at Western Digital
- 2022B.S. CS, NU; first paper (IoT TIS)
- 2023-24Full-stack developer; M.S. CS
- 2025M.S. paper (pneumatic sensor)
- 2025-26Three company systems, Oct 2025 to Aug 2026
- 2026PhD: vision for medical images
My research journey: from IoT to computer vision
B.S. 2022
Web-controlled feeding schedules and a photo of every feed for a plant tissue-culture lab
- IoT
- Arduino
- Raspberry Pi
- Firebase
M.S., paper 2025
Automates xylem embolism measurement for drought-resistance analysis
- IoT
- Raspberry Pi
- Pressure sensor
- PAD / P50
PhD, in progress
Two tasks side by side: tissue segmentation and small-object detection
- Digital pathology
- CNN
- Vision Transformer
- Foundation models
Papers: ICIC Express Letters Part B, 2022 (DOI 10.24507/icicelb.13.11.1123) and 2025 (DOI 10.24507/icicelb.16.02.211)
What I build, and how to reach me
Oct 2025 to Aug 2026: full-stack and DevOps developer at a company, three systems
Multi-engine OCR
Two OCR engines read each document; an LLM judge checks and fixes the result
Nurse shift scheduling
A constraint solver (OR-Tools CP-SAT) builds the whole monthly roster
Contract management
RAG, GraphRAG and a tool-calling LLM agent over Thai contracts
AI & LLM
- RAG / GraphRAG
- LLM agents & tool calling
- Hybrid search
- OCR engines
- PyTorch · CNN · ViT
- OR-Tools CP-SAT
Web & backend
- FastAPI
- React / Next.js
- PostgreSQL
- TypeScript
- Celery + Redis
Infra & DevOps
- Docker
- Kubernetes
- Ansible
- n8n
- GitHub Actions
IoT & sensors
- Raspberry Pi
- Arduino
- Firebase
- Sensors
Best Thesis Award, NU (2021) · 2nd place, Undergraduate Innovation Contest, NU (2022) · TA: Sensing & Actuation for IoT, Computer Architecture · Talks: ICICIC 2023 (Japan), AJCC 2022