Project Portfolio
Showcasing Dr. Charnon's versatile expertise, this compilation features a diverse portfolio of successfully completed projects. These projects consistently demonstrate his ability to identify critical challenges and deliver innovative, effective solutions. Each entry underscores his capacity to navigate complex problem spaces, culminating in outcomes that have advanced knowledge.
- All Works
- Undergraduate Student Projects
- Graduate/Research Projects
- Internship Student Projects
- Cooperative Education Projects
Wealth Playbook (WPB - AI Financial Advior)
AI-Powered Personalization for Wealth Portfolio Customization Without Initial Investment. — Aug 2025 to Present
ScheDool: AI-Assisted Class Scheduling System
Replacing Traditional Optimization with AI-Assisted Generation for Automated School Timetabling — Aug 2025 to Present
AI for Multi-Source PM2.5 Pollution Analysis
Incorporating Multi-Source Data for PM2.5 Pollution Prediction and Source Identification Using Physics-Informed Neural Networks (PINNs). — Aug 2025 to Present
AI-Powered Automatic Smart Contract Auditing
Leveraging AI-Based Code Scanning for the Analysis of Vulnerable and Poorly Implemented Blockchain Smart Contracts — Aug 2025 to Present
Med-D: Decentralized Medical Application
Leveraging Blockchain Technology and Self-Sovereign Identity for a Secure Medical Data Sharing Ecosystem. — Aug 2024 to May 2025
Post-Call Quality Assurance for Contact Centers
Leveraging AI Models for Automated Quality Criteria Evaluation in Contact Center Call Recordings in Thai Language. — Aug 2024 to May 2025
AURA: AI-Powered Unified Response and Analysis
AI-Powered Automated Knowledge Classification and Summarization of Contact Center Call Recordings. — Aug 2024 to May 2025
A Multi-Floor Indoor Position System using Wi-Fi Signals
Developing an IPS application that can accurately determine indoor position from the Wi-Fi signal strength with ML models. — Apr 2024 to Present
Enhancing the Performance of the Wi-Fi IPS Data Collection
Innovating a new way of data collection and synthetic data integration in IPS fingerprint database creation — Mar 2024 to Dec 2024
MaTravel: Matching Algorithm for Traveling
Leveraging Technology to Facilitate Meaningful Connections Between Travelers and Locals. — Aug 2024 to May 2025