Ahmed Amamou

• Designed and deployed AI agents with AWS Bedrock, SageMaker, Step Functions, Lambda, S3, and DynamoDB, enabling LLMs to autonomously process enterprise data. • Integrated agents into CACIB’s internal chatbot platform, boosting accuracy and user experience in document-based Q&A (Excel, PDFs). • Developed Retrieval-Augmented Generation (RAG) and classification models using Dataiku flows, LLM Mesh, and API Designer, tailored to the needs of different métiers. • Built production-ready REST APIs aligned with TSDL standards, collaborating with infrastructure teams on secure cloud deployment.

• Enhanced the existing OlympIQs project using Symfony and React by developing a dynamic, GDPR-compliant privacy policy system, significantly reducing compliance time and benefiting over 1,000 users. • Implemented reCAPTCHA v2 with rate limiting to prevent brute force attacks, reducing suspicious login attempts by 94%. • Developed a real-time password complexity validation feature to improve account security. • Worked on a legacy codebase, collaborating in an Agile environment to ensure timely delivery and maintain high code quality.

• Organized and coordinated a 24-hour problem-solving hackathon, contributing as both a problem setter and judge to ensure a fair and engaging experience. • Facilitated clear communication between participants, mentors, and stakeholders, ensuring smooth event execution. • Leveraged project management, problem-solving, and teamwork skills to deliver a successful event with measurable impact. • Helped strengthen the club’s reputation and foster its growth through collaborative initiatives.

• Built a dynamic web application with the Laravel framework. • Utilized Eloquent ORM for efficient database management and querying. • Implemented secure user authentication and authorization with Laravel features. • Optimized the development environment using Vagrant and Homestead.