Full Stack & AI/ML Engineer crafting intelligent digital experiences — from custom machine learning models to bulletproof APIs and modern cloud apps.
I'm Samy Akli, a 24-year-old Full Stack & AI/ML Engineer based in Marrakech, Morocco. Currently working full-time at Silent Witness AI as a QA Tester, I lead software testing automation and quality verification, while managing crash data extraction, vehicle image datasets, and PDF report processing pipelines across databases.
Holding a Technicien Spécialisé en Développement Informatique degree from Racine School and having written code since 2019, my journey bridges hands-on site operations, full-stack software architecture, generative AI platforms, and enterprise telematics systems.
I specialize in software QA verification, LLM prompt & RAG pipelines, automated data extraction, and high-performance web systems.
Full Stack & AI Engineer
Designing and deploying production-grade ML models, deep neural networks, computer vision inference engines, and fine-tuned LLM architectures. Specialized in end-to-end AI workflows — from data processing to scalable cloud integration.
Building pixel-perfect, performant UIs with React, Next.js, and TypeScript powered by robust back-end APIs and scalable databases.
Architecting high-concurrency RESTful & GraphQL microservices, secure authentication systems, and database query optimizations.
Deploying production ML models, managing Docker containers, orchestrating automated CI/CD pipelines, and cloud infrastructure.
QA Tester at Silent Witness AI — extracting large volumes of crash data, accident images, and PDF reports from multiple databases for AI dataset curation and quality verification.
Deep learning framework for training custom computer vision & NLP neural networks.
Building, fine-tuning & optimizing production neural network architectures.
Data science pipelines, feature engineering & predictive analytics models.
Object detection, image segmentation & real-time video processing using OpenCV.
Prompt engineering, RAG pipelines, vector store retrieval & AI agents.
Serving low-latency ML models via Docker containers & FastAPI microservices.
Building high-performance modular UI components & interactive dashboards.
Full-stack SSR/SSG web applications with App Router, server actions & SEO.
Strongly-typed architecture for scalable, maintanable, and type-safe applications.
Utility-first CSS framework for rapid, responsive & pixel-perfect user interface styling.
Progressive framework for reactive web components & lightweight interactive interfaces.
Semantic markup, modern flex/grid layouts, accessibility & smooth CSS animations.
Asynchronous event-driven backend services & scalable microservice architectures.
High-performance backend REST APIs & microservices using FastAPI and Flask.
Relational database design, query optimization, index tuning & ACID compliance.
Document-oriented NoSQL database for flexible schemas & rapid data iteration.
Efficient API data fetching with unified GraphQL schemas & typed resolvers.
In-memory caching, session storage & high-throughput pub/sub messaging.
Containerizing applications for consistent local development & cloud deployment.
Cloud infrastructure management — S3 storage, EC2 instances & Lambda serverless.
Distributed version control, branch management & collaborative code workflows.
Orchestrating containerized microservices with auto-scaling & failover resilience.
Automated CI/CD pipelines for testing, building, and seamless deployments.
Server administration, shell automation scripts & production environment security.
Primary IDE customized with AI extensions, debugging tools & workspace configs.
Designing high-fidelity UI wireframes, component specs & design systems.
API testing, endpoint documentation & automated collection suites.
Agile project tracking, backlog management & collaborative sprint planning.
Iterative software development, sprint planning & daily standup workflows.
Architecting clean, versioned web services & structured JSON payload contracts.
Featured AIAI-powered personalized children's storybook platform. Automatically generates multi-page illustrated stories with OpenAI, face-api.js photo personalization, downloadable PDFs, and integrated Stripe e-commerce for digital eBooks and physical print orders (softcover/hardcover).
Luxury & AdminFull-stack luxury hospitality platform and back-office admin management dashboard for Riad Alrashid in Marrakech Medina. Combines guest-facing multi-step suite reservations, guided tours, spa treatments, dining menus, and automated email confirmations with staff admin CRUD management, guest CRM, and revenue analytics.
Fleet & TelematicsEnterprise car rental & fleet telematics platform. Automates multi-branch inventory, reservation scheduling (FullCalendar), customer CRM, object-level RBAC (Django Guardian), dynamic PDF contract e-signatures (WeasyPrint), and automated 2-way GPS live tracking & geofencing telemetry.
Boutique HospitalityLuxury promotional and booking web application for Riad Elfassi in the Marrakech Medina. Features showcases for 5 boutique rooms & suites, patio pool, rooftop terrace, wellness spa, Google Maps integration, and a multi-channel booking engine (Direct, Booking.com, Expedia).
AI HealthcareMulti-tenant 24/7 AI medical receptionist platform for healthcare clinics. Automates patient inquiries and appointment bookings via Web Widgets and WhatsApp (Twilio API) with PyPDF2 document policy parsing, custom JWT auth, and automated email notifications.
E-CommerceFull-featured e-commerce platform built on PrestaShop 8 & Symfony for swimming pool equipment & water treatment supplies in Marrakech. Powered by PHP MVC, MySQL database, Smarty templating, faceted search filtering (ps_facetedsearch), and ps_checkout payments.
Club ManagementSports & fitness club management system built on Laravel 11 & PHP 8.2+. Automates multi-role RBAC workflows (Admins, Managers, Coaches), facility/room configuration, lesson planning, interactive FullCalendar v6 course scheduling, and automated dompdf schedule report exports.
New systems & applications currently in development
Feel free to reach out for technical discussions, AI/ML insights, or just to say hello — my inbox is always open.
