CV

Research internship as part of my master's in Computer Science at the University of Namur. I worked on improving the relevance of the context sent to an LLM to generate unit tests in the TestSpark plugin, reducing context size while preserving performance.

• Created a graph to understand relationships between the different elements of the context
• Reduced the context size by an average of 97% while maintaining the same performance

Completed several contracts for various companies: business management, e-learning, image analysis, associations

• Improved a chatbot using an LLM + RAG
• Optimized the performance of the permis-b.be website
• Designed and implemented an API for looping.green
• Automated invoice processing from email using Azure serverless

Adding features to the permis-b.be website, including the development of an intelligent chatbot using end-to-end Generative AI.

• Generation of audio files using Azure Ai Speech
• Creation of a chatbot to learn the Belgian driving license through promptflow
• Management and indexing of data related to regulations and the theory of the Highway Code
• Implementation of a feedback system to improve the relevance of responses
• Integration of the chatbot into the website on the front-end (Angular) and back-end (Asp.Net)

Development of enterprise management, event management, and funeral home systems using NodeJs, NextJS, Prisma, Postgres, tRPC, Express, Typescript, Azure AI, and Azure Functions.

• Setting up the project to optimize the developer experience
• Choosing the technical stack to optimize development time through the sharing of a unique template for different projects
• Accelerating the processing time of invoices sent by suppliers from an email address using Azure Logic Apps, Azure Functions, and Azure Ai Document Intelligence.
• Deploying applications on different VPSs using Docker
• Securing VPSs

Creating several projects focusing on new technologies for technical demonstrations. Particularly on AI, IoT, and serverless using Azure services, TypeScript, and .NET.

• Creating a facial recognition authentication tool using Azure AI Vision
• Automating a coffee machine using Azure IoT Central coupled with facial recognition to prepare the user's coffee when they arrive at the machine
• Creating a demonstrator for extracting information from an image using Azure AI Vision and Azure Functions

Designing and implementing a Web tool for optimizing fields in permaculture using React, TS, Asp.Net, C#, MongoDB, Leaflet

• Designing the user interface
• Developing an optimization algorithm using data provided by the client
• Optimizing the creation of plots in the application using cadastral data from the Walloon region