Cedric F., Python Developer | DevOps GitLab CI/CD

Freelancer profile translated to English.

Description

Freelance DevOps / Python Developer with 4+ years of experience in critical environments (medical robotics).

I help teams automate their workflows, make their CI/CD pipelines reliable, and improve their software quality, while drastically reducing manual tasks.

🔧 Specialized in:

CI/CD Automation (GitLab)

Python Tool Development (CLI, API, automation)

Implementation of Quality & Traceability Systems

Industrialization of Dev & QA Processes

🎯 Results Achieved:

Up to 90% reduction in manual tasks

Complete automation of critical workflows

Compliance in regulated environments

💡 I can quickly assist with:

Implementing or refactoring CI/CD pipelines

Automating your internal tools

Improving software quality

DevOps Structuring / Industrialization

Languages

French
Native or bilingual

Workplace preferences

Remote only

Primarily works remotely

DIGICUTO
🐍 Python Developer / ⚙️ DevOps — Lupin Dental
MEDICAL
August 2022 - Today (4 years)
Montpellier, France
Development of Python solutions, internal tools, and DevOps automation in a medical robotics environment subject to strict traceability, validation, and regulatory compliance constraints.

🚀 Key achievements:

- Design and development of industrialized Python tools (CLI, API, internal packages)
- Implementation and automation of GitLab CI/CD pipelines
- Development of automated testing frameworks (unit, integration, BDD)
- Automation of regulatory traceability (JAMA ↔ GitLab ↔ tests ↔ documentation)
- Automatic generation of quality, compliance, and technical documentation reports
- Development of robotic simulators and real-time test environments
- Integration of ROS2 systems, sensors, optical tracking, and network protocols
- Industrialization of quality workflows and development standards
- Deployment of serverless solutions and multi-project GitLab automation

📈 Measurable impacts:

✔ Reduction of manual tasks by up to 90% through automation
✔ Reduction of manual tests by 70% through test industrialization
✔ Deployment of tools adopted across development, testing, and quality teams
✔ Acceleration of product validation cycles and improvement of software robustness
✔ Complete automation of several critical processes related to regulatory compliance
✔ Production deployment of multiple daily-used solutions

Technologies: Python • GitLab CI/CD • Docker • Pytest • Behave • ROS2 • JAMA • SonarCloud • Git • APIs • Serverless • TCP/IP • C++ • Qt/QML
Python (Programming Language) Serverless AWS S3 Gitlab CI/CD Behavior Driven Development
DIGICUTO
Python Developer
TECH
July 2022 - July 2022
Montpellier, France
Implementation of automated integration between quality systems (Jama) and development tools (GitLab) to improve traceability and eliminate manual tasks in a regulated medical environment.

⚙️ Achievements

- Development of an integration system between the Jama API and GitLab
- Automated extraction and processing of data from Jama
- Data validation using Pydantic to ensure compliance and integrity
- Design of an automated process for creating GitLab epics from Jama data
- Establishment of consistent synchronization between business requirements and the development backlog

📈 Results

🔄 Elimination of manual double entry between Jama and GitLab
📊 Significant improvement in feature traceability
⚡ Time savings in project management and reduction of human errors
🛠️ Automation of a key development workflow process
Jama Python (Programming Language) Gitlab