Results-driven with extensive experience in developing LLM-powered systems, agentic workflows, and comprehensive ML pipelines. Strong passion for creating intelligent, autonomous applications that seamlessly connect cutting-edge research with practical product innovation. Proven ability to leverage advanced technologies to drive efficiency and enhance user experiences. Committed to pushing the boundaries of machine learning and artificial intelligence to deliver impactful solutions.
Hi, I’m
Taha Draoui
MI
Summary
Overview
2
years of professional experience
Work History
University of Michigan
Graduate Research Assistant
09.2024 - Current
Job overview
- Developed an LLM-driven tool that detects and corrects data leakage in ML code, leveraging a custom-built program slicing framework for intelligent subtask decomposition.
- Improved detection F1 score by 21% for pre-processing leakage and 15% for overlap leakage over prior state-of-the-art.
Key words: Machine Learning Engineering, GenAI, Langchain, LLMs, Static Code Analysis.
SWIFTECH
Software Engineer Intern - Backend & Systems
05.2024 - 08.2024
Job overview
- Contributed to developing backend APIs as part of a cross-functional team.
- Implemented CI/CD pipelines to automate testing and deployment, ensuring reliability.
Key words: Software Engineering, Backend Development, CI/CD, Agile, ASP.NET Core, React.js.
Education
University of Michigan, FlintFlint, MI
Ph.D. from Computing
12-2027
University Overview
• Fully funded PhD student (GSRA – full tuition coverage)
• Global Merit Scholarship — awarded for academic excellence
• Graduate Scholarship (Non-Resident Tuition Award) – College of Innovation & Technology
University of Michigan-FlintMI, USA
MS from Computer Science
12.2025
University Overview
- 3.88 GPA
- Graduate Scholarship (Non-Resident Tuition Award) – College of Innovation & Technology
- Graduate Student Research Assistant (GSRA) – Full tuition coverage
- Graduate Student Instructor (GSI) – Full tuition coverage
Skills
- Python
- LangChain
- Scikit-Learn
- LangGraph
- PyTorch
- NumPy
- Hugging Face Transformers
- Pandas
- SQL
- Teamwork and collaboration
- Git
- Self-directed and motivated
- Docker
- Analytical thinking
Languages
English
Full Professional
French
Full Professional
Publications
Publications
Taha Draoui, Faten Jebari, Chawki Ben Slimen, Munjaap Uppal, Mohamed Wiem Mkaouer, Analyzing Vulnerability Overestimation in the Maven Ecosystem, MSR 2025, Mining Challenge Track, 05/01/25Programs & Fellowships
Programs & Fellowships
• NSF I-Corps (Regional), Participant — 2025
Completed customer discovery and market validation using the NSF I-Corps methodology.
• INSPIRE Student Scholar (Inaugural Cohort), University of Michigan–Flint — 2025
Selected through competitive nomination recognizing academic excellence and leadership potential for the 2026 cohort.
Timeline
Graduate Research Assistant
University of Michigan
09.2024 - Current
Software Engineer Intern - Backend & Systems
SWIFTECH
05.2024 - 08.2024
University of Michigan, Flint
Ph.D. from Computing
University of Michigan-Flint
MS from Computer Science