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rahma melki

@rahmamelki

PhD student and software engineer specializing in medical image analysis and deep learning.

France
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What I'm looking for

I seek roles that combine research and engineering—applying deep learning to medical imaging or computational modeling within collaborative, innovation-driven teams that value rigorous, deployable solutions.

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

LL

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.

Education

Degrees, certifications, and relevant coursework

US

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.

NE

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.

US

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.

EI

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.

PK

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.

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rahma melki - Researcher — Medical Imaging - Pascal Institute | Himalayas