Firas Ben Ameur

AI & Automation Lead at Affrochim, industrial chemistry sector. I independently manage the full AI and digital infrastructure — from architecture to production. I design, build, deploy, and maintain intelligent systems that streamline operations, unlock company data, and bring measurable value to the business. No handoffs — I own every solution end to end. Driven by impact, focused on results.

As an AI and Data Engineering Intern, I worked on the end-to-end development of IA Doctor, an intelligent medical chatbot. My mission spanned collecting and preparing medical data, implementing a Retrieval-Augmented Generation (RAG) architecture, and fine-tuning a LLaMA-3-based model—leveraging n8n to automate and improve data workflows. I also integrated ChromaDB for high-performance vector storage and Weights & Biases for experiment tracking, and built a FastAPI-based web application for seamless user interactions. This project deepened my hands-on expertise in data engineering, NLP, generative AI .

Analyzed financial data to improve sales of banking products, focusing on identifying trends and optimizing strate gies. Utilized Python for data analysis, Talend for data integration, and Power BI for visualizing insights. Con tributed to actionable recommendations that enhanced the bank’s financial product performance

Developed a website for the company using the PHP Laravel framework, providing the staff with a robust and user-friendly platform to manage business activities efficiently

Led the implementation of new front-end design elements on the WordPress site, which facilitated a seamless navigation experience that is now utilized by over 5,000 users monthly, boosting overall site traffic.