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Ad2m1109/README.md

Hi, I’m Adem Youssfi 👋

Software Engineer (AI / Computer Vision / Mobile Systems)

System-Oriented Engineer — Real-Time AI — Mobile & Backend Integration

I design and build production-grade AI systems with a strong focus on real-time performance, clean architecture, and end-to-end system integration.
My work spans from low-level C++ inference engines to mobile and backend systems powering real-world applications.

🚀 Engineering Focus

  • 🔭 Current Focus: Real-time Computer Vision pipelines, C++ inference optimization, and distributed backend systems.
  • 🧠 Core Strength: Translating complex AI research into scalable, maintainable production systems.
  • 🏗️ System Design: Strong background in object-oriented design, design patterns, and API-driven architectures.

🧰 Technical Stack (Core)

  • AI / Computer Vision: OpenCV, TensorRT, MediaPipe, Bi-LSTM, real-time inference
  • Backend & Systems: FastAPI, Spring Boot, Node.js, gRPC, Socket.io
  • Mobile: Flutter (Advanced), Android (Java)
  • Languages: Python, C++, Java (21+), JavaScript, Dart
  • Engineering Practices: UML, clean architecture, Git, Agile

🏗️ Selected Engineering Projects

⚽ Coach Pro — Real-Time Football Analytics Platform

C++ / TensorRT / FastAPI / Flutter

  • High-performance C++ inference engine achieving real-time player detection (95% accuracy).
  • FastAPI-based system orchestrator handling live video streams and analytics workflows.
  • Flutter dashboard delivering real-time tactical insights to coaches.

🔗 https://github.com/Ad2m1109/High-Performance-Football-Analysis-Inference-Engine

🤟 HandTalk — Real-Time Sign Language Recognition

Computer Vision / Temporal Modeling

  • End-to-end sign language recognition system using Bi-LSTM and MediaPipe.
  • Achieved <200ms inference latency in real-time scenarios.
  • Built a modular benchmarking framework for multi-dataset evaluation.

🔗 https://github.com/Ad2m1109/A-Benchmarking-Framework-for-Multi-Dataset-Sign-Language-Recognition

🧠 Harmonia — Mobile Healthcare Application

Flutter / Privacy-Focused Design

  • AI-assisted mobile application for Alzheimer’s patient support.
  • Offline-first architecture with strong accessibility and privacy considerations.
  • Recognized with a GitHub star for code quality and impact.

🔗 https://github.com/Ad2m1109/Harmonia

✍️ Technical Writing & Architecture Notes

I regularly document system design decisions and engineering deep dives:

📫 Contact

Building real-time, scalable systems through strong engineering fundamentals.

Pinned Loading

  1. High-Performance-Football-Analysis-Inference-Engine High-Performance-Football-Analysis-Inference-Engine Public

    A high-throughput, GPU-accelerated video analysis microservice built with C++17, TensorRT, and gRPC. This engine serves as the computational core for real-time football match analysis, decoupled fr…

    C++

  2. A-Benchmarking-Framework-for-Multi-Dataset-Sign-Language-Recognition A-Benchmarking-Framework-for-Multi-Dataset-Sign-Language-Recognition Public

    A modular research framework engineered to benchmark CNN models across multiple sign language datasets. Featuring a scalable architecture (Factory Pattern), optimized HSV-based hand segmentation, a…

    Python

  3. Coach-Pro-Backend---System-Orchestrator Coach-Pro-Backend---System-Orchestrator Public

    A FastAPI-based orchestration layer that serves as the central gateway between mobile clients and high-performance analysis services. This backend manages REST APIs, job scheduling, database persis…

    Python

  4. Coach-Pro---Mobile-Analytics-Platform Coach-Pro---Mobile-Analytics-Platform Public

    A comprehensive data-driven mobile application designed for football coaches to manage teams, analyze match performance, and make informed tactical decisions through advanced video analytics and pe…

    Dart

  5. Adem-Youssfi---Portfolio-Website Adem-Youssfi---Portfolio-Website Public

    A technical portfolio and engineering blog showcasing high-performance AI systems, microservices architecture, and research-driven software development. Built to document technical challenges and a…

    HTML

  6. Harmonia Harmonia Public

    An AI-powered assistive platform designed for Alzheimer's patients and their caregivers. Featuring cognitive support tools, real-time monitoring, and an intuitive UI to enhance daily living and saf…

    Dart 1