👨🏻‍💻 I’m a Postgraduate Researcher at TUS Athlone, Ireland.

🔬 My research focuses on leveraging Deep Learning to generate synthetic datasets in various digital enhancement domains.

📚 I’m recently completed working on my Master’s thesis in the field of Computer Vision and Stress Detection.

📽️ I’m also interested in AI Agents, LLMs, RAGs, and general Machine Learning applications.

Selected Experience

🤖 Open Source Contributions

I developed an LED visualizer system — Arduino LED Visualizer — that syncs with piano notes and generates dynamic color combinations based on user input.

The project has helped over 50 people build their own visualizer setups, fostering a small but active community where users support each other.

📜 Research Project

• Developed a context-specific stress prediction system using non-intrusive behavioral data (mouse activity, keystrokes, screen usage).
• This approach outperformed webcam-based methods by 30%, especially for users who wear glasses.
• Demonstrated how daily digital behavior can reflect mental health states in real time.
• 🏆 Awarded Best Project – Taught Master’s at Technological University of the Shannon.

Feel free to check out the portfolio entry.

👨🏻‍🔬 Professional Experience

I have 3 years of professional experience as a Backend Developer at PwC (Advisory Technology), and also worked as a Full Stack Developer at Digital Aptech.