Building real-world AI systems
Phanuphong Saphanon
AI/ML Engineer & CEDT Student
AI/ML engineer focused on computer vision, OCR, and LLM-driven products. I ship models to production, tune performance on constrained hardware, and love hackathons and applied research.
Delivery metrics
Ready to plug into squads or own a domain end-to-end.
Experience
Impact across IC and lead roles
Recent roles with measurable outcomes. Replace with your own wins, metrics, and stack notes.
Mitr Phol Group
AI Engineer Intern
Dec 2024 - Apr 2025 - Bangkok / Remote
- Built an AI-powered sugarcane quality inspection system across weight stations and dump points with detection, segmentation, and OCR pipelines.
- Designed multi-camera acquisition and real-time video analytics; tuned GStreamer pipelines for throughput on edge devices.
- Cut OCR false positives using custom preprocessing and spatial filtering; proposed font-specific models and augmentation for hard environments.
NECTEC
AI Research Intern
Aug 2024 - Nov 2024 - Pathum Thani, TH
- Developed and evaluated AI models for real-world use cases with accuracy, latency, and resource benchmarks.
- Optimized deep learning pipelines to improve inference speed and computational efficiency.
- Supported end-to-end lifecycle from experimentation through deployment in a research setting.
Primo World
Software Developer
2023 - 2024 - Bangkok, TH
- Developed a production-ready royalty and membership web platform with user management, point tracking, and transactions.
- Shaped requirements with stakeholders and shipped deployable backend and frontend features.
- Kept reliability and performance in check while iterating on business-driven changes.
Projects
Selected builds
Products and tools with live links. Swap in your own case studies, demos, or repos.
C-Canteen (CU-NEX Hackathon Winner)
Winner (1st)AI canteen platform with real-time crowd and seat detection, live menu and pricing display, pre-order, payments, and smart queue alerts.
Predictive Maintenance (TESA Top Gun)
3rd PlaceAcoustic and AI-based predictive maintenance for molding equipment; analyzed machine sounds and deployed edge-friendly models.
Embedded Defense Edge AI
PrototypeAI-powered embedded defense system with simulation, edge AI on Raspberry Pi, and real-time data integration for command-post visualization.
Skills
Stacks and collaboration
Tech, platform, and collaboration modes I lean on. Edit to reflect your mix.
AI / ML
Software
Edge / IoT
Collaboration
Contact
Let's collaborate on AI
Tell me about the AI product, research problem, or competition you are tackling. I will share how I can help and a focused plan to move fast.