All Projects
Explore the full collection of projects showcasing innovation, technical expertise, and real-world impact across AI/ML, Full-stack, and IoT domains.
ANY - AI Caller for Thai SMEs
AI Voice Agent for Thai SMEs
Lead AI Engineer
An intelligent voice agent that automates customer service for Thai businesses through natural conversation, achieving 98% intent detection accuracy.
The Challenge
Creating an AI voice system that understands Thai language nuances and business contexts
The Solution
Built RAG-based architecture with real-time speech processing and vector embeddings for personalized responses
Key Contributions
Led as Lead AI Engineer, architecting scalable RAG-based conversational flow
Built real-time speech pipeline using TTS/STT with Thai voice support
Designed vector embedding system for personalized business responses
Tech Stack
Project Impact
Eventer - Event Organizer Platform
University Event Management System
Software Engineer | System Architect
A centralized platform that revolutionizes how university organizations plan and manage events, streamlining approvals and tracking for 100+ users.
The Challenge
Building a scalable system for complex event workflows and multi-organization coordination
The Solution
Designed DDD architecture with React frontend, implementing approval workflows and real-time analytics
Key Contributions
Architected backend using Hono (DDD) and frontend in React + TanStack Query
Designed agenda tracking and approval workflows
Implemented authentication, analytics, and admin dashboard
Tech Stack
Project Impact
Squitiva - Thai Gamer Community Platform
Award-Winning Gaming Platform
Full-stack Developer | Hacker
A gamified community platform that won 1st Runner-Up and 2nd highest Bits at Intania Hackathon, serving 200+ users during the hackathon, securing 53,000 THB in awards.
The Challenge
Creating an engaging gaming community platform with multi-game integration in a hackathon timeframe
The Solution
Built reward system with leaderboards, gamified UX, and seamless authentication across multiple game titles
Key Contributions
Developed player reward system and leaderboard analytics
Designed gamified UX for community engagement
Integrated login and points system across multiple games
Tech Stack
Project Impact
Fruit Spoilage Detection System
AI-Powered Waste Prevention
ML Engineer | IoT Developer
An IoT system that uses machine learning to detect fruit spoilage early, achieving 90% waste reduction with 91.67% accuracy.
The Challenge
Detecting fruit spoilage in real-time while minimizing false positives
The Solution
Integrated TensorFlow model with IoT sensors, MQTT messaging, and LINE OA for instant alerts
Key Contributions
Built ML model using TensorFlow integrated with STM32 + Raspberry Pi
Implemented FastAPI with MQTT for real-time alerts
Deployed cloud dashboard for spoilage monitoring
Tech Stack
Project Impact
KubPhom - Hair Transplant Platform
Medical Booking Platform
CTO | Product Lead
A telemedicine platform for hair transplant services that generated 130+ user interactions and 37 pre-signups during the startup program.
The Challenge
Building a medical booking platform with conversion tracking and user analytics
The Solution
Developed landing page with Google Analytics integration and early-stage booking system
Key Contributions
Led product design and development under Young Startup Entrepreneur Program
Implemented landing page analytics and conversion tracking
Built early user database and booking logic
Tech Stack
Project Impact
BEAM Detection System
E-Scooter Safety System
Computer Vision Engineer
An AI vision system that detects multi-rider e-scooter misuse, reducing incidents by 33% with 92% detection accuracy.
The Challenge
Real-time multi-rider detection on edge devices with limited computing power
The Solution
Optimized YOLO model for Jetson Nano with audio alert integration for instant safety responses
Key Contributions
Implemented YOLO-based object detection for multi-rider detection
Integrated audio alert mechanism to prevent unsafe riding
Optimized model inference for edge computing
Tech Stack
Project Impact
Hybrid Nut Sorting System
Industrial Automation System
ML Engineer | Research Engineer
A research project achieving 97.68% classification accuracy for industrial nut sorting, accepted for publication at ICMCR 2025.
The Challenge
Achieving high precision nut classification for industrial-scale automation
The Solution
Developed ML-based vision pipeline with advanced preprocessing and classification algorithms
Key Contributions
Designed image preprocessing and detection pipeline
Implemented ML algorithms for nut size classification
Enhanced sorting precision for scalable factory automation
Tech Stack
Project Impact
Intaroom - Room Reservation System
Room Booking Platform
Full-stack Developer
A full-stack reservation system with gamified coin rewards, serving 50+ active users with 200+ successful bookings.
The Challenge
Building a comprehensive booking system with reward mechanism and admin tools
The Solution
Developed full-stack platform with authentication, coin system, and analytics dashboard
Key Contributions
Built full-stack system with authentication and coin reward mechanism
Implemented admin dashboard for booking insights
Integrated email and notification system