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Expériences
- ITC-ConsultingGraduation Internshipfévrier 2025 - mai 2025 (3 mois)• • Designed and implemented a Vulnerability Operation Center (VOC)• • Developed DNS traffic monitoring tools to detect anomalies and potential data exfiltration• • Built Python-based scanners to identify common CVEs in web applications• • Automated CVE aggregation, alerting, and monthly vulnerability reporting
- DefensyLabInternshipjuin 2023 - juillet 2023 (1 mois)• • Developed a custom Sysreptor plugin using Microsoft Steampipe• • Created specialized cybersecurity report templates for assessment teams
- hackathonPersonaljanvier 2026 - janvier 2026Forgot me ? — Local-First Cognitive AssistantBuiltfor theAIMindsHackathon• • Built a privacy-first mobile + backend system that scans documents, images, audio, and calendar files on-device and indexes them with a local LLM (Qwen2.5-3B via Ollama) — no data ever leaves the network• • Implemented a full ingestion pipeline with multi-modal processors (PyMuPDF, BLIP, Whisper, icalendar), semanticembeddings via MiniLM, and persistent vector storage with ChromaDB• • Designed a self-verifying RAG query pipeline with cosine similarity ranking and a second LLM pass to validate answergrounding before returning results• • Developed a React Native / Expo mobile app (TypeScript) with real-time processing queue, folder scanner, memory browser, and Discord webhook notifications for extracted events Stack: FastAPI◦ · ChromaDB◦ · Ollama◦ · Whisper◦ · BLIP◦ · React Native◦ · Docker Compose
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Formations
- Master's Degree in CybersecurityMedTech University2026Master's Degree in Cybersecurity
- Bachelor's Degree in software engineerHigher Institute of Computer Science2025Bachelor's Degree in