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MouhammadAyoub/README.md

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About Me

Coding

I'm an AI Engineer based in Beirut, Lebanon, specializing in production-grade AI systems across computer vision, NLP, speech AI, and robotics. I lead engineering teams and collaborate with CTOs and researchers to design and deploy scalable AI solutions using FastAPI, Docker, gRPC, and Kubernetes.

  • MSc. AI & Machine Learning — Lebanese University (2022–2024)
  • BSc. Computer Science — Lebanese University (2019–2022)
  • Deployed 10+ AI models across vision, NLP, and speech domains
  • Led student team to 3rd place in a national AI competition with BaseerAI Smart Glasses
  • Robotics Instructor since 2019 at Kalimat Association — mentoring the next generation
  • Huawei HCIA-AI v3.0 certified (2022)
  • Strong focus on real-time inference, system architecture, and end-to-end AI deployment


What I Specialize In

AI / ML Computer Vision · NLP · Speech AI · OCR · Face Recognition · RAG · Explainable AI
AI Deployment FastAPI · Docker · gRPC · Kubernetes · REST APIs · Model Serving · Real-Time Inference
Edge & Robotics Jetson · Raspberry Pi · Arduino · Hardware-Software Integration · Embedded AI
Data Systems Elasticsearch · Apache Airflow · Neo4j · ArangoDB · MongoDB · MySQL
Web & Software React · Node.js · ASP.NET · TypeScript · JavaScript · MongoDB

My Engineering Journey

Robotics & Embedded   2019 → Present   ──►  Arduino · Raspberry Pi · Python  (Kalimat Assoc.)
Mobile & .NET         2020 → 2021      ──►  Xamarin · ASP.NET Core · Azure   (Scinops)
Full-Stack Web        2022 → 2023      ──►  React · Node.js · MongoDB        (Salem Group)
AI Engineering  NOW   2023 → Present   ──►  CV · NLP · Speech · Docker · K8s · FastAPI
AI Thesis (XAI)       2024             ──►  Sobol XAI · Satellite Imagery    (GEOAI)
AI for Good           2025             ──►  BaseerAI Glasses · 3rd Place     (Haret Hreik)

This breadth is my superpower — understanding the full stack from silicon to intelligence makes me a sharper AI engineer and a stronger team lead.


Tech Stack

AI & Machine Learning

Python PyTorch TensorFlow OpenCV Pandas Jupyter

AI Deployment & Infrastructure

FastAPI Docker Kubernetes gRPC Linux Git

Edge & Robotics

Jetson Raspberry Pi Arduino MATLAB

Web Development

React TypeScript Node.js JavaScript ASP.NET Express

Databases & Data Systems

MongoDB MySQL Elasticsearch Neo4j Apache Airflow

Design & Tools

Figma Adobe Illustrator Adobe Photoshop Adobe Premiere Pro


Featured Projects

BaseerAI Smart Glasses

AI-powered wearable for visually impaired users. Integrated object detection, OCR, face recognition, and real-time text-to-speech on Raspberry Pi. Led student team to 3rd place in a national AI competition.

AI Microservices Toolkit

Multi-modal AI platform spanning speech, text, vision, face recognition, RAG, and deepfake detection. Built with Docker, gRPC, Kubernetes, and Python model-serving APIs for scalable real-time inference.

XAI Satellite Imagery (MSc Thesis)

Built an Explainable AI framework adapting Sobol sensitivity analysis for pixel-level segmentation of high-resolution satellite imagery. Used entropy filtering and LaMa inpainting validation on the FloodNet dataset.

Data Preprocessing Pipeline

End-to-end pipelines for extracting insights from heterogeneous data sources. Orchestrated with Apache Airflow, indexed via Elasticsearch, and modeled in Neo4j and ArangoDB for graph-based discovery.

Telegram Monitoring System

Real-time listener for subscribed Telegram channels — collects, filters, and monitors topics of interest such as AI news, enabling automated tracking and downstream analysis pipelines.

Encrypted File Sharing System (EFSS)

Secure file transfer system with authentication, encryption, and audited APIs. Built with WPF on the client side and Python + ASP.NET on the backend for cross-platform office workflows.


GitHub Trophies

GitHub Trophies

Crafted with passion by Mohammad Ayoub — Beirut, Lebanon

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