rahma melki
@rahmamelki
PhD student and software engineer specializing in medical image analysis and deep learning.
What I'm looking for
I am a PhD student and software engineer focused on applying deep learning to medical image analysis and automated segmentation tasks. I have led research projects on 2D and 3D coronary stenosis segmentation and developed computational models for molecular structure detection from chemical formulas.
My industry experience includes banking systems and software engineering roles where I managed SQL queries, validated operations with accounting teams, and optimized databases for transactional efficiency. I have also delivered internships building applications for non-conformance management, modification request tracking, and recruitment workflows using full-stack technologies.
I work across Python, C/C++, Java, TypeScript and web frameworks, and I emphasize practical optimization, validation, and reproducible research. I bring a research-driven mindset, hands-on engineering experience, and a proven record of delivering applied software and deep learning solutions.
Experience
Work history, roles, and key accomplishments
Researcher — Medical Imaging
Pascal Institute
Feb 2025 - Oct 2025 (8 months)
Conducted research on 2D and 3D medical image analysis for automated coronary stenosis segmentation using deep learning techniques, improving segmentation robustness for clinical pipelines.
End-of-Study Intern
SAFRAN
Jul 2024 - Mar 2025 (8 months)
Developed a non-conformance management application to track and manage supplier, client, and internal anomalies, improving traceability of quality issues.
Researcher — Computational Chemistry
Latice Laboratory
Feb 2024 - Oct 2024 (8 months)
Developed computational models for molecular structure detection from chemical formulas as part of a Master’s research project, improving detection accuracy for structural prediction tasks.
Software Engineer
North Africa International Bank
Jan 2021 - Jan 2024 (3 years)
Managed SQL queries and validated banking transactions with the accounting team, and optimized databases to ensure efficiency and accuracy of operations.
Software Developer Intern
SAFRAN
Jun 2023 - Aug 2023 (2 months)
Built an application to manage modification requests for structural changes, streamlining change management and organizational workflows.
Software Developer Intern
Foufusa Engineering Services
Jun 2022 - Jul 2022 (1 month)
Developed a recruitment application to collect and manage resumes, facilitating the recruitment process and improving candidate data handling.
Education
Degrees, certifications, and relevant coursework
Unknown (PhD student)
PhD student, Medical Image Analysis / Deep Learning
2025 -
PhD research on 2D and 3D medical image analysis for automated coronary stenosis segmentation using deep learning techniques.
National School of Engineering of Tunis (ENSIT)
Bachelor of Engineering, Computer Engineering
2021 - 2024
Completed a Computer Engineering program with coursework and projects in SQL Server, T24, optimization, and validation; contributed to banking transaction management and database optimization.
Unknown (Research Master's in Intelligent Systems)
Research Master's, Intelligent Systems
2023 - 2024
Conducted a Master’s research project developing computational models for molecular structure detection from chemical formulas.
El Manar Preparatory Institute for Engineering Studies (IPEIEM)
Preparatory Cycle, Preparatory Engineering Studies
2019 - 2021
Completed the preparatory cycle for engineering studies preparing for entrance to engineering schools.
Pilot High School of Kef
Technical Baccalaureate, Technical
2017 - 2018
Obtained a Technical Baccalaureate and developed a non-conformance management application as a capstone project.
Availability
Location
Authorized to work in
Job categories
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