Leveraging the power of Artificial Intelligence in Human Resources

As a Freelance Fullstack Developer, I have successfully collaborated with small businesses, entrepreneurs, and startups to bring their digital projects to life. I specialize in both front-end and back-end development, providing comprehensive solutions that cover the entire development lifecycle. My work includes:Custom Web Application Development: Designed and developed custom web applications using modern technologies such as React, Node.js, and Django to meet unique business needs.API Integration: Implemented and integrated APIs to enhance functionality and improve user experiences for various platforms.Responsive Design: Ensured that all web applications are responsive and optimized for various devices, enhancing accessibility and user engagement.Database Management: Managed and optimized databases using SQL and NoSQL technologies to ensure data integrity and performance.Client Collaboration: Worked closely with clients to understand their requirements, provide technical guidance, and deliver solutions that align with their business goals.Maintenance and Support: Provided ongoing maintenance and support for developed applications, ensuring long-term reliability and performance.

• Developed a proof-of-concept to assist radiologists in analyzing XRAY images, achieving metrics results above 95%, by implementing classification, localization and semantic segmentation models using PyTorch, U-Net, and SAM from Meta AI, deployed on the Microsoft Azure cloud platform. • Improved model performance and scalability, reducing processing time, by pre-processing data, implementing an out-of-distribution image detection pipeline, and leveraging Azure services for distributed computing and storage.• Improved model development and monitoring by applying MLOps practices, using tools such as Weights and Biases for experiment monitoring and model management.

• Develop interactive web interfaces (client-side) for digital health research projects, in a Scrum framework and in collaboration with UI/UX designers• Perform interface tests (interoperability between browsers, responsive interfaces)• Perform user tests• Technologies: NodeJs, ExpressJS, VueJs, MongoDB, HTML, CSS, Javascript

Teaching assistant for the "GLO-2000 Réseaux pour ingénieurs" course

• Develop interactive web interfaces (client-side) for digital health research projects, in a Scrum framework and in collaboration with UI/UX designers• Perform interface tests (interoperability between browsers, responsive interfaces)• Perform user tests• Technologies: NodeJs, ExpressJS, VueJs, MongoDB, HTML, CSS, Javascript

• Development of innovative software solutions in a startup environment, applying the agile methodology (Scrum).• Design and implementation of the backend with a CMS without interface (headless) and integration of services, including Zoho Books.• Data flow management and processing with MongoDB and containerized environment deployment via Docker and Google Cloud Platform to ensure interoperability, scalability and efficiency.• Technologies: NodeJs, React, Angular, MongoDB, Docker, Google Cloud Platform