✨ I have a strong passion for pioneering advancements in AI. I have hands-on experience implementing machine learning and deep learning models to solve regression and classification problems, including
| Project | Link |
|---|---|
| Financial Forecasting | RNN-based GANs |
| Satellite Image Classification | CNNs |
| X-ray Image Localization | GradCAM |
| 2D-landing Control System | ANNs |
| Biochemical Production | rf,xgboost,svm |
I am now eager to design sophisticated AI workflows for generative and automation tasks using Generative AI and AI agents. The example projects include:
| Project | Link |
|---|---|
| AI-powered shopping assistant | PickSmart |
| Machine Translation | Transformer |
I am also interested in exploring world models to tackle reasoning challenges, specifically the cognitive function in current models.
🎓 Master's degree in AI with Distinction, University of Essex
🎓 Bachelor's degree in Computer science, Mahidol University
💻 Software engineer (backend) implements microservices and API integration for robust and scalable software.
🔍 Quality analyst conducts manual and automated testing for high-quality software standards. (Cypress, Appium)
🤝 Having experience working with global IT consulting firms and have been involved in projects utilizing Agile methodology.
I am passionate about developing AI-driven software solutions to address business challenges and drive growth. My primary focus is creating software that seamlessly integrates Generative and Agentic AI to optimize and enhance business processes. I also aim to develop user-friendly software that can solve real-world challenges and make it more convenient for users without a technical background.
My research interests focus on enhancing cognitive function in the current machine intelligence system. I am also interested in researching approaches to tackle reasoning challenges in current LLM and multimodal systems, especially vision-related tasks. I am currently studying the feasibility of leveraging Joint-embedding predictive architecture (JEPA) and energy-based models to address such problems. I aim to build an intelligence system that requires a small training sample to learn new situations.
I have developed a research proposal outlining my idea. Please feel free to contact me at phrugsa.lim@gmail.com to discuss it.
A collection of algorithms implemented by Java (algoj), Scala (algos), and Python (algopy) for practicing.
