Fethi Omur
Artificial Intelligence Engineer @Thefaculty
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WORK HISTORY
Artificial Intelligence Engineer @Thefaculty
Milan, IT
Developed an AI Quiz Generator: multi-agent pipeline (LangGraph + Gemini + RAG) that auto-generates validated multiple-choice questions from PDFs and existing question banks, with semantic deduplication, distractor quality scoring, and multi-layer validation• Building an AI Tutor for TOLC-I university entrance exams — personalized learning paths powered by LLM reasoning• Built uni_scraper: automated pipeline collecting and structuring data from Italian universities for real-time student recommendations• Integrating Python ML backend with the production mobile app via REST APIs, serving AI features to 500K+ active users• Engineered an Automated Content Generator: An autonomous pipeline for dynamic educational content creation using programmatic image/text processing and advanced LLMs.• Architecting Multi-Agent Systems (Context Engineering): Orchestrating concurrent AI agents to autonomously design, refactor, and deploy end-to-end AI pipelines, significantly accelerating development lifecycles.• Led Italian Schools Data Analysis: Developed robust data processing workflows to analyze and structure complex educational data across Italian institutions.
ABOUT FETHI OMUR
AI Developer specializing in translating advanced techniques—ranging from fine-tuned LLMs to retrieval-augmented generation (RAG)—into real-world, scalable solutions. Experienced in building websites with Cursor, developing mobile apps, and leading cross-functional teams to deliver tailor-made AI integrations (including AI Agents). Operates as both a freelancer and consultant, forming on-demand teams to tackle multiple concurrent projects. Focuses on driving efficiency, innovation, and business growth by simplifying complex AI technology for clients across diverse sectors.
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