Calibrated for Scientific AI & Production Software.
I work across machine learning and full-stack engineering, turning research and math into dependable software. Lately, that means everything from computer vision models to production web apps.
About & Engineering Philosophy
I am currently a 2nd-year Master's student in Artificial Intelligence and Data Science. My work focuses on constructing robust machine learning models and connecting complex mathematical pipelines to intuitive, highly responsive frontend interfaces.
My research spans from mining astronomical Kepler/TESS datasets for exoplanet signatures to benchmarking Bag-of-Visual-Words against Deep Convolutional Neural Networks. On the software engineering side, I build production-grade web and mobile applications using React, Flutter, Laravel, and Astro.
I believe exceptional software mirrors Noctua's engineering ethos: silent efficiency, uncompromising reliability, and meticulous attention to mechanical tolerances.
Technical Stack & Tolerances
VERIFIEDPython, PyTorch, TensorFlow, Scikit-Learn, OpenCV, Pandas, Kepler Data Mining
TypeScript, React 19, Astro 7, Node.js, Flutter, Tailwind CSS, Laravel
PostgreSQL, MySQL, Docker, Git, Linux, REST & GraphQL APIs
Research Case Studies & Engineering Projects
Detailed technical architectures, data mining methodologies, and full-stack software applications.
In-Depth AI Research Case Studies
Exoplanet Detection using Machine Learning
An automated detection pipeline that isolates exoplanet transits from stellar background noise. By combining 1D CNNs with physical feature extraction, we cut manual analysis by 95% to generate a priority target catalog for the JWST.
Automated Tech Trend Detection
A Python scraping and NLP pipeline that tracks how new technologies move from academic papers to commercial products.
Production Software & Systems
Bag of Visual Words vs CNN
A comparative evaluation of classic computer vision (BoVW) and modern deep learning (ResNet-50) for natural scene image classification.
Amazigh Crafts: Artisanal E-Commerce
A premium e-commerce platform built to preserve and sell traditional Moroccan jewelry while putting the artisans front and center.
Boxing Gym Management App
A custom web application built for a boxing gym owner to handle client memberships, attendance, and session scheduling.
NaviMa: Cultural Intelligence Platform
An AI-driven travel platform featuring an interactive Next.js map, a NestJS backend, and a Python RAG microservice for sensory-based itineraries.
Formation Doctorat
A full-stack web platform built with Laravel and React to replace manual, paper-based PhD application processes.
Human Resource Management System
An enterprise HR platform featuring a Java Spring Boot REST API and TypeScript frontend for managing employees and departments.
PetCare Management Platform
A dedicated web application for pet care businesses to manage customer pets, appointments, and care logs.
Initiate Contact & Collaboration
Interested in discussing research methodology, machine learning models, full-stack systems, or engineering opportunities? Transmit a dispatch or reach out directly.