
About Ayoub Harati

At Ayoub Harati, I’m dedicated to pushing boundaries and creating impactful solutions through cutting-edge technology. With a focus on innovation in Artificial Intelligence, Big Data, and Cloud Computing, I work to empower businesses with transformative digital tools and data-driven insights.
I’m a 5th-year engineering student at ENSA El Jadida, specializing in building scalable architectures and intelligent systems. My technical foundation includes Java, Python, and JavaScript, enabling me to engineer sophisticated solutions ranging from Generative AI models (LLMs, RAG) and Machine Learning to complex Data Warehousing and ETL pipelines.
My Projects
A collection of innovative projects showcasing my expertise.

PharmaChain
A full-stack blockchain and IoT platform ensuring secure traceability of pharmaceutical products. It integrates smart contracts, IPFS, and AI verification to monitor and validate medicine quality throughout the supply chain.
Done in 1.2s
MarkerGo
A modern cross-platform mobile application built with Expo & React Native for discovering and managing local market listings. Includes geolocation, image uploads, native device support (iOS/Android/Web), and state management with Zustand.

Paraphrase FR
A research-driven NLP project focused on French paraphrase detection using the PAWS-X dataset. It benchmarks multiple approaches — from TF-IDF baselines to fine-tuned CamemBERT and hybrid models.

SqlRag
A full-stack AI-powered data warehouse chatbot that transforms natural language queries into SQL queries through a sophisticated 7-step workflow.
Done in 1.2s
ExamSessionManager
A full-stack web application for managing and automating exam supervision within universities. It streamlines scheduling, teacher assignments, and session monitoring with a secure interface and real-time updates.

Smart Rehab
A smart rehabilitation platform that leverages real-time pose detection and motion analysis to assist patients and therapists in monitoring and improving physical recovery.

PharmaChain
A full-stack blockchain and IoT platform ensuring secure traceability of pharmaceutical products. It integrates smart contracts, IPFS, and AI verification to monitor and validate medicine quality throughout the supply chain.
Done in 1.2s
MarkerGo
A modern cross-platform mobile application built with Expo & React Native for discovering and managing local market listings. Includes geolocation, image uploads, native device support (iOS/Android/Web), and state management with Zustand.

Paraphrase FR
A research-driven NLP project focused on French paraphrase detection using the PAWS-X dataset. It benchmarks multiple approaches — from TF-IDF baselines to fine-tuned CamemBERT and hybrid models.

SqlRag
A full-stack AI-powered data warehouse chatbot that transforms natural language queries into SQL queries through a sophisticated 7-step workflow.
Done in 1.2s
ExamSessionManager
A full-stack web application for managing and automating exam supervision within universities. It streamlines scheduling, teacher assignments, and session monitoring with a secure interface and real-time updates.

Smart Rehab
A smart rehabilitation platform that leverages real-time pose detection and motion analysis to assist patients and therapists in monitoring and improving physical recovery.

PharmaChain
A full-stack blockchain and IoT platform ensuring secure traceability of pharmaceutical products. It integrates smart contracts, IPFS, and AI verification to monitor and validate medicine quality throughout the supply chain.
Done in 1.2s
MarkerGo
A modern cross-platform mobile application built with Expo & React Native for discovering and managing local market listings. Includes geolocation, image uploads, native device support (iOS/Android/Web), and state management with Zustand.

Paraphrase FR
A research-driven NLP project focused on French paraphrase detection using the PAWS-X dataset. It benchmarks multiple approaches — from TF-IDF baselines to fine-tuned CamemBERT and hybrid models.

SqlRag
A full-stack AI-powered data warehouse chatbot that transforms natural language queries into SQL queries through a sophisticated 7-step workflow.
Done in 1.2s
ExamSessionManager
A full-stack web application for managing and automating exam supervision within universities. It streamlines scheduling, teacher assignments, and session monitoring with a secure interface and real-time updates.

Smart Rehab
A smart rehabilitation platform that leverages real-time pose detection and motion analysis to assist patients and therapists in monitoring and improving physical recovery.
Technologies I Use
A collection of technologies, frameworks, and tools I work with across development, data, and cloud.
My Certifications
Contact Me
Get in touch with me to discover how I can elevate your business. I'm here to answer your inquiries and discuss your tech needs.