About Me
Research Assistant at Lero, University of Limerick, specializing in AI and Software Engineering Research. Current work focuses on LLM4Testing, leveraging Large Language Models (LLMs) for automated software testing and system evaluation. Previous work focused on testing deep learning systems using Generative AI (e.g., Stable Diffusion). The goal is to develop automated test generation techniques to improve software testing reliability and efficiency, with a focus on anomaly detection and model evaluation. Background in software engineering with expertise in AI-driven software testing.
Research Interests
Software
Testing
Generative AI &
LLM Models
Evolutionary
Computation
Education
Experience
Achievements
- Distinguished Paper Award for research excellence at ICST 2025.
- Merit-based PhD Scholarship for research excellence under the PNRR program.
- HEC Travel Grant, awarded for attending an academic conference in Bangkok, Thailand.
Skills
- Frameworks: PyTorch, TensorFlow, LangChain
- Tools: Flowise, Docker, Git, Jupyter Notebook
- Programming: Python, MATLAB, C/C++
- Databases: PostgreSQL, SQL
- Machine Learning & AI: Generative AI, Deep Learning, LLM Models
- Software Engineering: Software Testing, Quality Assurance
- Soft Skills: Teamwork, Adaptability, Problem Solving, Time Management