Pierre Mandon

Internal web portal automating field engineering business processes.

• - Led the complete refactoring of the Django REST Framework API (Python 3.9 -> 3.12 migration) on a high-stakes quality portal, strengthening security and maintainability

• - Supervised 2 developers through systematic code reviews; Python referent consulted by other project teams

• - Structured data modeling and associated ORM migrations for new business modules

• - Contributed to the Angular front-end (Orange Design System) to enhance user experience.

• - Developed 3 Django web applications for KPI and business indicator visualization to centralize client data

• - Automated the cleaning of 10+ datasets (pandas, NumPy); deployed about ten ML models (scikit-learn), +15% prediction accuracy

• - Participated in the estimation and transcription of client needs into technical specifications.

• - Developed a real-time fall detection software for the Lyon metro network (Python, REST API, Flask)

• - Wrote 5 technical specifications in V-model within a team of 15 people.