As a Software Engineer at Xerasense, I led the backend development for two AI-driven projects: CrossView and ParkU. For CrossView, I designed and implemented the backend infrastructure for real-time traffic monitoring, integrating YOLO-based AI models to classify vehicles and creating a Django REST API to manage and store traffic data on AWS for high scalability.In the ParkU project, I developed a computer vision solution to monitor parking spot occupancy, optimizing algorithm performance with multithreading and efficient database scheduling, achieving a 70% reduction in execution time. Using Docker, I containerized the application for reliable cloud deployment on AWS. Working in an Agile environment, I ensured the systems’ robustness and scalability, driving forward Xerasense’s mission to create innovative AI-powered solutions for transportation and parking management.

As an AI Research Intern, I developed and implemented advanced AI models to enhance predictive maintenance for industrial tools. Leveraging Convolutional Neural Networks (CNNs), I designed a U-Net model specifically to measure tool wear (VBmax), resulting in a significant reduction in maintenance cycle times by 20-30%. I meticulously labeled and prepared datasets to ensure accurate training and testing, which led to a 25% increase in operational efficiency. My work improved the reliability and performance of tool wear detection, providing actionable insights that streamlined production workflows. Additionally, I collaborated closely with cross-functional teams to document findings and model results, contributing to a shared knowledge base for ongoing AI initiatives at Airbus and Henri-Fabre.

As a Software Engineering Intern at Ascending Technologies, I contributed to backend development initiatives, focusing on database design, automation, and web application functionality. I designed and optimized a MySQL database schema, developing Python automation scripts and REST APIs that reduced testing time by 30%. I also collaborated with a team through Agile Scrum sprints to implement user authentication and dashboard features, enhancing the website's security and user experience. This role allowed me to deepen my knowledge of database management, backend functionality, and collaborative development within a fast-paced, results-oriented environment.