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EngAdhamTamer/README.md

🚀 Adham Tamer — AI Engineer & Machine Learning Specialist

AI Engineer | Edge AI & Cloud Solutions | Deep Learning & Computer Vision

I build production‑ready AI systems that solve real‑world problems — from edge‑optimized computer vision models and reinforcement learning systems to full‑stack and cloud‑deployed applications. My work focuses on measurable impact, performance, and real deployment constraints.

🔗 Portfolio: https://engadhamtamer.github.io/adham-portfolio/
🔗 LinkedIn: https://www.linkedin.com/in/adhamtamer
📫 Email: adhamt864@gmail.com


🧠 Featured Projects

🔥 Fire‑Edge — Real‑Time Edge AI Fire Detection

A complete edge AI system for real‑time fire detection optimized for low latency and deployment on embedded devices.

Key Results

  • Real‑time inference (~35 ms)
  • Edge‑optimized object detection
  • Designed for deployment on NVIDIA Jetson devices

Tech Stack: YOLOv8, TensorRT, ROS Noetic, OpenCV, Python
🔗 Repository: https://github.com/EngAdhamTamer/Fire-Edge


🏺 Hieroglyph Detection & Segmentation

A computer vision system for detecting and segmenting ancient Egyptian hieroglyphs from archaeological artifacts using real annotated datasets.

Highlights

  • Object detection & segmentation
  • Cultural heritage & archaeology domain
  • Research‑oriented dataset and pipeline

Tech Stack: PyTorch, OpenCV, Deep Learning
🔗 Repository: https://github.com/EngAdhamTamer/hieroglyph-detection


⚡ Smart Home Energy Optimization

A reinforcement learning project using Q‑Learning to optimize smart home energy consumption.

Key Results

  • Achieved ~10.78% energy reduction
  • Simulation‑based evaluation
  • Policy convergence analysis

Tech Stack: Python, Reinforcement Learning
🔗 Repository: https://github.com/EngAdhamTamer/smart-home-energy-optimization


📨 SMS Spam Detection

A machine learning pipeline for classifying SMS messages as spam or ham.

Highlights

  • Text preprocessing & feature extraction
  • Supervised ML models
  • NLP fundamentals applied to real data

Tech Stack: Python, NLP, Scikit‑Learn
🔗 Repository: https://github.com/EngAdhamTamer/SMS-Spam-Detection


🌐 Abdeen Barber Shop

A real‑world web application built as a paid freelance project, focusing on booking flow and user experience.

Highlights

  • Delivered as a paid client project
  • Built to solve real booking workflow needs
  • Deployed and used in production
  • Designed for non-technical end users

Tech Stack: JavaScript, React, Next.js
🔗 Live Site: https://abdeen-barber-shop.vercel.app/ 🔗 Repository: https://github.com/EngAdhamTamer/abdeen-barber-shop


🛠️ Technical Skills

Languages: Python, JavaScript, C/C++, SQL
AI / ML: Machine Learning, Deep Learning, Computer Vision, NLP
Optimization: Reinforcement Learning, Meta‑Heuristic Algorithms
Edge & Systems: TensorRT, ROS, Embedded AI
Cloud & DevOps: AWS, Docker, Linux, Git
Web: React, Next.js


🤝 Let’s Connect

I’m open to AI engineering, machine learning, computer vision, and edge AI opportunities — freelance, research, or full‑time.

📫 Email: adhamt864@gmail.com
🔗 LinkedIn: https://www.linkedin.com/in/adhamtamer
🧑‍💻 GitHub: https://github.com/EngAdhamTamer

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  1. abdeen-barber-shop abdeen-barber-shop Public

    A complete, full-stack barber shop booking system built for real business use. Designed for speed, simplicity, and real-time performance, this project allows customers to book appointments seamless…

    JavaScript 1

  2. smart-home-energy-optimization smart-home-energy-optimization Public

    A Q-Learning based intelligent agent that optimizes household energy consumption by learning from historical usage patterns, achieving approximately 10.78% energy savings.

    Python 1

  3. SMS-Spam-Detection SMS-Spam-Detection Public

    An intelligent SMS spam detection system that uses machine learning to classify messages as spam or legitimate (ham). The system combines TF-IDF text vectorization, dimensionality reduction, handcr…

    Python 1

  4. FIRE-EDGE FIRE-EDGE Public

    Complete edge-AI system architecture with ROS Noetic middleware, 5-DoF Kalman filter sensor fusion, and TensorRT-optimized YOLOv8n. Achieved 85% mAP@0.5 with 35ms latency. Designed 12+ ROS topics, …

    1

  5. hieroglyph-detection hieroglyph-detection Public

    AI-powered detection and segmentation of ancient Egyptian hieroglyphs using YOLOv8 instance segmentation | 70.9% mAP@0.5 | 235K instances

    Python 1

  6. adham-portfolio adham-portfolio Public

    Personal portfolio site — Adham Tamer

    HTML