Available to hire
I am an AI Backend Engineer passionate about building production-level LLM applications and retrieval-augmented systems. My focus is on creating AI pipelines that turn unstructured data into actionable insights, enhancing business processes effectively.
I enjoy the challenge of end-to-end development, ensuring reliability and performance throughout the data ingestion and orchestration phases. Always on the lookout for the latest advancements in AI, I strive to integrate practical solutions seamlessly into real-world applications.
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
Language
French
Fluent
English
Fluent
German
Beginner
Arabic
Fluent
Work Experience
AI Software Engineer at FinGenesis, Singapore
January 1, 2025 - PresentDesigned and deployed an AI-powered application to bridge communication between AI and finance experts. Fine-tuned OpenAI LLMs for multiple tasks and integrated them into a modular AI workflow and Stateful Graph Architectures using LangChain and LangGraph. Used tool-enhanced pipelines to fetch online documents and articles via various APIs. Leveraged LLMs to generate dynamic web queries for autonomous information retrieval. Created prompt-model chains for content curation and implemented prompt engineering techniques to improve model output continuously. Developed a RAG-based system for content storage, retrieval, and user query response generation. Implemented caching with ChromaDB to store parsed URLs, reducing LLM calls and execution time. Containerised the application using Docker, orchestrated deployments with Kubernetes, and monitored AI workflows with LangSmith. Worked on a remote AWS EC2 instance via AWS Cloud9 for cloud-native development.
End of Studies internship: AI-Powered Chatbot at L-mobile, Nabeul, Tunisia
June 30, 2024 - July 22, 2025Developed a chatbot dedicated to administrators featuring job duration estimation and data retrieval functionalities. Fine-tuned the Gemini PRO LLM model using prompt engineering to perform text-to-SQL tasks, retrieving data directly from SQL databases with generated queries. Trained machine learning models on NLP-processed textual data for job duration estimation. Built the application using FastAPI and tested it with Swagger.
AI Software Developer at 3PC
August 1, 2025 - July 1, 2025Designed and developed an AI-powered microservice using LLMs, LangChain, and LangGraph, optimizing tender analysis workflows. Contract duration was short due to company-related reasons. Received a formal recommendation for professionalism and performance.
AI Software Developer at FinGenesis
December 1, 2024 - December 1, 2024Built a microservice AI system for financial news sentiment analysis, improving insight accuracy by 35%. Fine-tuned OpenAI LLMs and integrated them into a modular RAG workflow and a ChromaDB caching system, cutting LLM call costs by 40%. Integrated multiple external data APIs for real-time financial data ingestion. Deployed and monitored pipelines on AWS using Docker, Kubernetes, and LangSmith.
AI Intern at L-mobile
February 1, 2024 - June 1, 2024Developed an AI-powered chatbot for SQL data retrieval and job duration estimation. Fine-tuned Gemini PRO LLM for text-to-SQL and trained NLP-based predictive models. Deployed backend using FastAPI in a modular microservice architecture.
AI Intern – End of Studies Project at L-mobile
February 1, 2024 - June 1, 2024Developed an AI-powered chatbot for SQL data retrieval and job duration estimation. Fine-tuned Gemini PRO LLM for text-to-SQL and trained NLP-based predictive models. Deployed backend using FastAPI in a modular microservice architecture.
Junior AI Engineer at 3PC
August 1, 2025 - July 1, 2025Designed and implemented an LLM-powered tender analysis service that automatically matches opportunities to a company’s activity, reducing manual document review. Built event-driven FastAPI microservices exposing REST APIs for internal workflows.
Junior AI Engineer at FinGenesis
December 1, 2024 - June 1, 2025Developed a system for traders to assist in stock decisions based on news sentiment analysis. Built a real-time financial intelligence pipeline with integrated external data providers.
Education
engineering degree at National School of Computer Science (ENSI), Manouba, Tunisia
September 1, 2021 - June 30, 2024Pre-engineering degree at Preparatory Institute For Engineering Studies of Nabeul (IPEIN), Nabeul, Tunisia
September 1, 2019 - June 30, 2021Mathematics bachelor’s degree at Mahmoud Messadi Nabeul (LMMN), Nabeul, Tunisia
September 1, 2015 - June 30, 2019Computer Science Engineering Degree at National School of Computer Science (ENSI)
September 1, 2021 - June 1, 2024Pre-engineering Degree at Preparatory Institute for Engineering Studies of Nabeul (IPEIN)
September 1, 2019 - June 1, 2021Computer Science Engineering Degree at National School of Computer Science (ENSI)
September 1, 2021 - June 1, 2024Computer Science Engineering Degree at National School of Computer Science (ENSI)
September 1, 2021 - June 1, 2024Computer Science Engineering Degree at National School of Computer Science (ENSI)
September 1, 2021 - June 1, 2024Qualifications
Industry Experience
Software & Internet, Financial Services, Healthcare, Life Sciences, Professional Services, Computers & Electronics
Skills
Experience Level
Expert
Expert
Expert
Expert
Expert
Expert
Expert
Intermediate
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