Professional Experience

ai4industry is a week-long workshop for final-year engineering or master’s students from across France, held annually at ENSERB-MATMECA.

As Networking Manager, I’m responsible for planning and coordinating the event, engaging participants, and managing the budget and resources for the networking session scheduled for Thursday afternoon during the workshop week.

During the event, I oversee setup, coordinate teams and speakers, and manage sessions held in the lecture hall, including moderating roundtables and delivering opening and closing speeches.

After the event, I lead a debrief to identify areas for improvement and develop strategies to make future networking sessions more dynamic and rewarding for all participants.

R&D:

• Developed a new action recognition method for detecting suspicious behavior
• Improved model performance and interpretability
• Python and C++ development
• Explainability
• Reduced action recognition model processing time by 70% through algorithm optimization
• Led R&D projects resulting in 3 new feature developments

QA/QC:

• Data sorting
• Data analysis and statistics for over 100,000 videos
• Labeling
• Implemented QA/QC processes to ensure high-quality training data

MLOps:

• Built pipelines for AI training
• Enhanced training using data augmentation
• Optimized model hyperparameters
• Improved deep learning models from 60% to 90% accuracy

• Algorithm optimization and enhancement
• Python development and testing
• AI model training
• Data processing
• Training in image processing, computer vision, deep learning, and machine learning
• Training in GDPR regulations
• Technical documentation