
bouguerra imen
@bouguerraimen
AI engineer who developed MedBot, a multimodal RAG medical assistant with source-grounded answers and a FastAPI backend.
What I'm looking for
At ARSII, I developed MedBot, an intelligent medical assistant built around a multimodal RAG architecture for source-grounded answers. I integrated multiple LLMs through the OpenRouter API, evaluated answer quality with RAGAS, and developed a FastAPI REST API and React Native application.
At Chahia, I developed a React and Flask platform for invoice and supplier management, including role-based access and a chatbot for invoice queries. My projects also include a RAG-based medical chatbot using Pinecone and LLaMA, and a YOLOv11 model for infrastructure crack detection.
Experience
Work history, roles, and key accomplishments
Final Year Project (PFE) Internship
ARSII
Feb 2026 - Jun 2026 (4 months)
Developed MedBot, an intelligent medical assistant, by designing a multimodal RAG architecture and integrating multiple LLMs via OpenRouter API. Built a REST API with FastAPI and a React Native mobile application.
Software Engineering Internship
Chahia
Aug 2025 - Aug 2025 (0 months)
Developed a full-stack web platform for invoice and supplier management using React and Flask, deployed across 4 departments with role-based access control. Integrated a chatbot for natural language queries and designed the SQLite database schema.
Initiation Internship
Sfax Airport
Jun 2024 - Jun 2024 (0 months)
Developed a desktop application for staff management using C# and .NET, and modeled the SQL Server database for staff records.
Education
Degrees, certifications, and relevant coursework
National School of Engineers of Sousse (ENISo)
Engineering Degree, Applied Computer Science
2023 -
Pursuing an Engineering Degree in Applied Computer Science, expected to complete in 2026.
NVIDIA
Certificate, Data Engineering
Completed the Accelerating Data Engineering Pipelines certification.
365 Data Science
Certificate of Completion, Data Science
Completed certificates in Introduction to LLaMA, Intro to LLMs, and Introduction to Hugging Face.
Preparatory Institute for Engineering Studies of Sfax (IPEIS)
Preparatory Cycle, Physics and Chemistry
2020 - 2023
Completed the Preparatory Cycle in Physics and Chemistry, ranked 210th out of 1,003 candidates.
Agareb High School
Baccalaureate, Experimental Sciences
Grade: 15.33/20
Passed the Baccalaureate in Experimental Sciences with an overall average of 15.33/20.
Bourguiba Institute of Modern Languages (IBLV)
Certificate of Completion, English Language
Completed an English Language Course and received a completion certificate.
Availability
Location
Authorized to work in
Salary expectations
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