
ElMehdi Bougrin
Full Stack Software Engineer Web Automation Cloud Deployment
Kompetenzen

Meine Dienstleistungen


Portfolio
Arbeitserfahrung
Computer Vision & Software Engineer Intern
Marsa Maroc • Vollzeit
Jun 2026 - Jul 2026 • 1 mo
Developed an intelligent PPE (Personal Protective Equipment) compliance detection system for port operations in collaboration with the HSE department. Key Responsibilities & Achievements: • Built and trained custom YOLOv8 object detection models (best_v3.pt) to detect safety helmets and high-visibility vests. • Processed and annotated a dataset of 7,500+ images with custom label normalization and bounding box optimizations. • Engineered a multi-stream video pipeline with OpenCV to process RTSP live camera streams (H.264/H.265). • Implemented a cooldown logic and JSON violation logging system to eliminate duplicate alerts. • Developed a Flask REST API and connected a PostgreSQL database to store violation events and snapshots. • Integrated a modern React frontend dashboard for real-time safety monitoring and reporting. Result: Achieved over 90% mAP@50 and optimized CPU/GPU frame inference latency for real-time industrial surveillance.
Full-Stack E-Commerce Developer
GitHub • Freiberufler
Apr 2026 - Jun 2026 • 2 mos
Architected and built a modern, bilingual full-stack e-commerce web platform with an advanced administration suite. Key Responsibilities & Achievements: • Designed a modular Django backend architecture featuring dedicated apps for accounts, catalog, cart, orders, reviews, and wishlist. • Implemented role-based access control with specialized workspaces for Super Admin, Manager, Support, and Order Packers. • Built an intuitive, streamlined multi-step checkout workflow to minimize cart abandonment. • Engineered custom administrative dashboards with real-time sales metrics, order tracking, and stock inventory charts. • Configured PostgreSQL relational database models and optimized ORM queries for high-speed catalog browsing. • Delivered a fully responsive bilingual interface (French & English) using JavaScript, HTML5, and CSS3.
Python Automation & Software Developer
Interim Express • Freiberufler
Apr 2026 - May 2026 • 1 mo
Engineered an automated contract and HR document generation system to eliminate repetitive administrative paperwork. Key Responsibilities & Achievements: • Built automated Python pipelines to extract structured employee/candidate data and populate official contracts. • Developed dynamic document generation workflows producing pixel-perfect PDF contracts, receipts, and compliance forms. • Automated data validation, payroll/discount calculations, and template formatting using Python and Pandas. • Designed an intuitive administrative interface to allow non-technical staff to execute batch document exports in seconds. • Reduced manual document creation time by over 80% while completely removing human formatting errors.