Mission 1: System Architect at SanefContext: Sanef aimed to replace highway toll booths with smart gates equipped with cameras and roadside sensors for smoother traffic flow.Responsibilities: Led the system architecture to integrate new subsystems with the existing technology infrastructure.Results: Developed a preliminary system architecture and configured technical flows across integration, validation, and production environments.Mission 2: Internal Project - Salesforce/VSA AutomationContext: Automated data transfer between Salesforce and VSA to eliminate manual data entry and reduce discrepancies.Responsibilities: Conducted technical and functional benchmarking, designed the automation architecture, and mapped data between the two systems.Results: Implemented and validated a functional automation tool, documented the solution, and created an interface contract.Mission 3: Internal Project - Generative AI (BOB)Context: Developed a conversational AI tool for TNP consultants to assist with client interactions and business development.Responsibilities: Benchmarked LLMs, identified use cases, and conducted a POC to test the approach.Results: Delivered a successful POC with a detailed implementation plan, currently advancing to full deployment.

During the first part of this internship, I've been able to achieve high skills in the AI field. You can find below some interesting tasks done successfully :- Development of a data collection strategy- Creation of a document collection and annotation platform- Implementation of machine learning algorithms for document fraud detection using NLP and Computer vision technics- Design and implementation of a 3d document viewer

I've been part of a team (5 students) supervised by an innovation Lab Manager and a digital project manager.I designed an intelligent system using AI tools by doing the following tasks :- Analysis of tramway ridership data- Identification of the most frequented stations through a data mining approach- Sentiment analysis through artificial intelligence solutions using Cloud AI- Identification of survey participants (Fingerprint Analysis)- Clustering Surveys to identify travelers categories

At ECC, I worked on a team of five students to bring a solution for a topic suggested by PSA group. The goal was to find an optimized physical flow from Kenitra to Oran by applying engineering skills. The work i've successfully done is summarized below :• Do data analysis and analytics.• Translate the topic into a mathematical model (MM).• Code an algorithm able to solve the MM : By using python, particularly Pandas to perform the MM optimization using simplex method as an approach.• Map the solution. A special thanks to @𝙋𝙧𝙤𝙛. 𝘼𝙗𝙙𝙚𝙡𝙜𝙝𝙖𝙣𝙞 𝘽𝙤𝙪𝙧𝙖𝙨 for helping me during this project.