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Ftoutou Firas

@ftoutoufiras

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AI Software Engineer at Axium MTech building Python tools, data pipelines, and an ERP-connected AI-agent platform.

Tunisia

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What I'm looking for

I'm available for remote work from Tunisia and for contract tasks alongside my current role.

At Axium MTech, I design and maintain Python software and AI-powered tools for internal teams, including data pipelines that automate business processes and integrations with business systems and APIs.

At Freedom Ophthalmic Distribution, I designed and built Smart Eye, a clinical imaging platform for DICOM, NIfTI, OCT, fundus, and MRI data. I also built FODSOFT to convert OCT exam slices from an Optos Silverstone device into video, and served AI models through FastAPI and Docker.

With Sahloul University Hospital MRI Center, I worked on reproducible PyTorch pipelines for 3D brain MRI segmentation and built a 3D hippocampus segmentation pipeline on clinical MRI data. My projects also include Sofia, a real-time AI voice agent, and full-stack e-learning platform Progress Academy.

Experience

Work history, roles, and key accomplishments

Current

AI Software Engineer

Current

Axium MTech

Jul 2026 - Present (4 months)

Design, develop and maintain Python software and AI-powered tools for internal teams. Build data pipelines, automate manual business processes, and integrate applications with business systems and APIs.

Python AI Data Pipelines APIs Technical Documentation Security

Current

Research Software Engineer

Current

Sahloul University Hospital MRI Center

Jan 2024 - Present (2 years 10 months)

Developed reproducible PyTorch pipelines for 3D brain MRI segmentation using U-Net and V-Net, including DICOM/NIfTI ingestion, GPU training, evaluation, and 3D reconstruction with VTK/PyVista.

PyTorch U Net VNet DICOM NIfTI GPU Training VTK Pyvista

Medical Software Engineer

Freedom Ophthalmic Distribution

Jul 2024 - Jul 2026 (2 years)

Designed and built Smart Eye, a clinical imaging platform for DICOM, NIfTI, OCT, fundus and MRI data, used by ophthalmologists. Built FODSOFT to convert 2D OCT exam slices into video, and served AI models through FastAPI REST APIs.

Python PyQt DICOM NIfTI OCT MRI fastAPI Docker Git

AI Engineer & Trainer

Gate Training

Apr 2024 - Jul 2024 (3 months)

Taught applied AI and Python, reviewed code, and mentored junior engineers.

AI Python Teaching Mentorship Code Review

Research Intern

Sahloul University Hospital MRI Center

Mar 2023 - Dec 2023 (9 months)

Built a 3D hippocampus segmentation pipeline on clinical MRI data, from ingestion to 3D visualisation.

Medical Imaging MRI Segmentation 3D Visualization

Education

Degrees, certifications, and relevant coursework

ISI, University of Tunis El Manar

M2 Research Master, Intelligent Systems in Imaging and Computer Vision

2026 -

Pursuing an M2 Research Master in Intelligent Systems in Imaging and Computer Vision, currently in progress.

ESSTHS, Hammam Sousse

Master of Science, Embedded Electronic Systems and Medical Equipment

2021 - 2023

Completed a Master of Science in Embedded Electronic Systems and Medical Equipment, with a thesis on 3D brain MRI hippocampus segmentation using deep learning.