About Me
Results-driven AI and software engineer with hands-on experience building LLM-powered systems, agentic workflows, and machine learning pipelines. Strong interest in developing intelligent, autonomous systems that bridge research and real-world usability, with a focus on code quality, automation, and reliable ML engineering.
Python LangChain LangGraph PyTorch Scikit-Learn NumPy Pandas SQL LLMs Docker Git CI/CD
Experience
Graduate Research Assistant (AI / ML)
University of Michigan
- Developed an LLM-driven system to detect and correct preprocessing and overlap data leakage in Python ML code.
- Leveraged a custom program slicing framework to isolate each model’s training and evaluation pipeline, reducing unnecessary context for LLM analysis.
- Improved detection F1 score by 21% for preprocessing leakage and 15% for overlap leakage over prior state-of-the-art.
- Worked at the intersection of static code analysis, machine learning engineering, and agentic AI systems.
Software Engineer Intern – Backend & Systems
SWIFTECH
- Contributed to backend API development as part of a cross-functional engineering team.
- Implemented CI/CD pipelines to automate testing and deployment.
- Worked across backend systems, ASP.NET Core, React.js, and agile development workflows.
Projects
Education
PhD in Computing
University of Michigan–Flint
- Fully funded PhD student (GSRA – full tuition coverage)
- Global Merit Scholarship — awarded for academic excellence
Master of Science in Computer Science
University of Michigan–Flint
- 3.88 GPA
- Graduate Scholarship (Non-Resident Tuition Award)
- Graduate Student Research Assistant (GSRA)
- Graduate Student Instructor (GSI)
Publications
Analyzing Vulnerability Overestimation in the Maven Ecosystem
MSR 2025 – Mining Challenge Track
- Taha Draoui, Faten Jebari, Chawki Ben Slimen, Munjaap Uppal, Mohamed Wiem Mkaouer
Programs and Fellowships
NSF I-Corps (Regional), Participant
National Science Foundation
- Completed customer discovery and market validation using the NSF I-Corps methodology.
INSPIRE Student Scholar (Inaugural Cohort)
University of Michigan–Flint
- Selected through competitive nomination recognizing academic excellence and leadership potential.