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Competencias
Experiencia
Full Stack AI Engineer Intern
Generovo
2024-01 -
Co‑developing GEOCARA, an end‑to‑end Generative Engine Optimization platform that audits, briefs, writes, fact‑checks and publishes content for LLMs such as ChatGPT and Perplexity. Driving the LLM content pipeline with prompt design, Zod‑validated structured outputs and a 40‑80 word citation methodology, and implementing AI‑powered fact‑checking with a quality‑gating threshold of 70 %. Architecting an audit engine using Puppeteer and Cheerio to score six GEO metrics across 50‑page crawls and adding a visibility‑tracking layer to benchmark cross‑engine brand surfacing.
AI & Data Engineer Intern
Segula Technologies
2023-01 - 2023-12
Scoped, built and deployed a multimodal enterprise RAG chatbot using SentenceTransformers, Qdrant and LLMs over thousands of internal documents, reducing average search time from ~5 min to ~20 sec. Engineered a hybrid semantic‑search pipeline combining BM25 and dense embeddings with cross‑encoder re‑ranking, lifting Recall@5 from 0.61 to 0.81 on a 100‑question benchmark. Benchmarked three embedding models across four chunking strategies, containerised the solution with FastAPI and Docker, and added structured logging for drift monitoring.
Data Science & AI Intern
Barid Al‑Maghrib (BAM)
2022-01 - 2022-12
Delivered an OCR‑based document processing pipeline using Python, OpenCV and Tesseract, increasing throughput by 30 % and cutting manual review time by ~40 %. Developed an internal web application for automated document ingestion and structured data extraction, adopted across multiple workflow lines. Implemented layout‑aware preprocessing and custom post‑OCR rules to improve extraction accuracy, alleviating bottlenecks during peak document flow.
Systems & Network Administration Intern
Ministry of Energy and Mines
2021-01 - 2021-12
Deployed and managed Active Directory and virtualised infrastructure in a clustered environment. Monitored server and network systems, implementing backup and recovery procedures to ensure high availability, performance and data integrity.
Formacion
M.Sc. Data Science & Artificial Intelligence (2025), Data Science Program (2024), Cybersecurity Fundamentals (2023), Bachelor in Mathematics & Computer Science (2021)
Idiomas
Francais
fluent
English
fluent
Arabic
fluent
Ultima actualizacion: hace 3 meses