Bridging Hardware, Local AI Models, and Dynamic Software Systems
Building intelligent solutions at the intersection of Mobile Development • Edge-AI & LLMs • IoT/Robotics • Biomedical Engineering
📍 Based in Egypt | 🎓 Master's Student @ Mansoura University | 🏢 Senior Engineer @ Horus University
Senior Software Engineer with expertise in bridging the gap between advanced hardware systems, locally-deployed AI models, and production-grade software architectures. Currently pursuing a Master's in Biomedical and Generative AI at Mansoura University while leading engineering initiatives at Horus University.
Specializations:
- 🤖 Edge-AI & Local LLMs - Deploying and orchestrating AI models on resource-constrained devices
- 📱 Software Engineering - Full-stack mobile & web applications with server-driven architectures
- 🔧 Hardware & Robotics - IoT systems, microcontrollers, and autonomous smart projects
- 🏥 Biomedical Applications - Health monitoring systems and AI-driven medical diagnostics
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| Metric | Value | Highlight |
|---|---|---|
| Projects Shipped | 10+ | Production AI & Robotics |
| AI Models Deployed | 15+ | Local LLMs on edge devices |
| Research Papers | 5+ | Biomedical & AI topics |
| Teams Led | 3+ | Cross-functional engineering |
| Conferences Organized | 2+ | Tunisia AI Hack, Saudia Tech LEAP 2024 |
| Open Source Contributions | 50+ | Community-driven development |
| Years Experience | 5+ | Full-stack development |
CrewAI & Multi-Agent Systems ████████████████░░ 95% Proficiency
Local LLMs (llama-cpp-python) ████████████████░░ 94% Proficiency
LM Studio & Model Deployment ████████████████░░ 92% Proficiency
RAG Frameworks & Pipelines ████████████░░░░░░ 90% Proficiency
Prompt Engineering & Fine-tuning ███████████████░░░ 88% Proficiency
Generative AI (Text/Vision) ████████████░░░░░░ 90% Proficiency
Biomedical AI Applications ███████████████░░░ 85% Proficiency
Flutter & Dart ████████████████░░ 92% Proficiency
Server-Driven UI Architecture ████████████████░░ 94% Proficiency
Flask & Python Web ████████████░░░░░░ 88% Proficiency
REST APIs & Backend Integration ██████████████░░░░ 90% Proficiency
Firebase & Cloud Services ██████████░░░░░░░░ 85% Proficiency
ESP32 & Arduino Development ████████████████░░ 93% Proficiency
Raspberry Pi Ecosystem ████████████████░░ 91% Proficiency
Sensor Integration & I2C/UART ████████████████░░ 92% Proficiency
Robotics & Autonomous Systems ██████████████░░░░ 87% Proficiency
IoT Architecture & Protocols ███████████████░░░ 89% Proficiency
Microcontroller Programming ████████████████░░ 93% Proficiency
n8n Workflow Automation ████████████████░░ 91% Proficiency
Multi-Agent Orchestration ███████████████░░░ 88% Proficiency
System Integration Pipelines ██████████████░░░░ 86% Proficiency
Signal Processing ████████████░░░░░░ 85% Proficiency
Vital Sign Analysis ███████████░░░░░░░ 82% Proficiency
Deep Learning (Computer Vision) ██████████░░░░░░░░ 80% Proficiency
Data Visualization ███████████░░░░░░░ 82% Proficiency
Python ████████████████░░ 95% Proficiency
Dart ████████████████░░ 92% Proficiency
C++ (Embedded) ███████████░░░░░░░ 85% Proficiency
C (Firmware) ███████████░░░░░░░ 84% Proficiency
JavaScript ██████████░░░░░░░░ 80% Proficiency
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Challenge: Develop autonomous health monitoring systems for preliminary medical triage Solution Delivered:
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Challenge: Create a specialized platform for dermatological surface analysis using high-resolution imaging Solution Delivered:
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Role: Senior Software Engineer & Development Lead Project Context: Collaborated with Saudi Ministry of Communications and Information Technology on national transportation infrastructure Contributions:
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Scale & Impact:
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Spider Guard Robot - Multi-Sensor Autonomous Navigation
Tambouka - IoT Smart Mobility Solution
Technical Implementation:
Deployment Results:
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Projects:
Technologies:
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| Event | Role | Scale | Impact |
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| Tunisia AI Hack | Organizer & Program Lead | 500+ participants | Launched AI innovation ecosystem in Tunisia |
| Saudia Tech LEAP 2024 | Remote Coordinator & Manager | 2000+ attendees | Strategic tech conference for Saudi Arabia |
Responsibilities:
- 🎯 Event strategy & vision setting
- 👥 Stakeholder management (Government, Tech Partners)
- 📋 Program curation & speaker coordination
- 💡 Innovation track development
- 📊 Post-event analysis & impact metrics
Mansoura University - Biomedical & Generative AI
Currently Pursuing
- 🔬 Research focus on AI applications in healthcare
- 📝 Publishing in peer-reviewed journals
- 🤖 Thesis on edge-AI for biomedical systems
- 📄 5+ peer-reviewed publications in biomedical AI & edge computing
- 🏆 2+ conference presentations at international forums
- 🔍 Active researcher in Generative AI applications
- ✅ Advanced Edge-AI & Local LLMs
- ✅ Biomedical Signal Processing
- ✅ Robotics & IoT Systems
- ✅ Generative AI & Prompt Engineering
- ✅ Cloud Architecture & DevOps
- 3000+ Total Commits across all projects
- 60+ Public Repositories maintained
- 500+ GitHub Stars earned
- 5+ Years of continuous development
- 50+ Open Source Projects contributed to
Duration: 2023 - Present
Responsibilities:
- 🏗️ Lead architecture design for AI-integrated systems
- 🤖 Deploy and optimize edge-AI models on resource-constrained devices
- 👥 Mentor 15+ junior engineers on modern tech stack
- 📊 Oversee 10+ concurrent research projects
- 🔧 Implement IoT & robotics infrastructure
- 📈 Establish coding standards & best practices
Key Projects Led:
- Dr. Houria & Dr. HEMA health monitoring systems
- Dr. DERMA dermatological AI platform
- Multiple robotics & IoT initiatives
Duration: 2024 - Present
Focus Areas:
- 🧠 Biomedical applications of Generative AI
- 🏥 Health monitoring systems using edge-AI
- 📊 AI-driven medical diagnostics
- 🔬 Research publication in top-tier journals
Duration: 2022 - Present
Contributions:
- 👨🎓 Developed interactive coding games for junior students
- 📚 Created technical curriculums on modern tech
- 🏆 Mentored 50+ developers to industry-ready skill levels
- 💡 Conducted workshops on AI, IoT, and software architecture
✓ Local LLM deployment (llama-cpp-python, LM Studio)
✓ CrewAI multi-agent system orchestration
✓ RAG frameworks & knowledge systems
✓ Prompt engineering & fine-tuning
✓ Inference optimization for edge devices
✓ Model quantization & compression
✓ Server-driven UI architectures
✓ Microservices & distributed systems
✓ Real-time synchronization systems
✓ Event-driven architecture
✓ API design & integration
✓ Scalable backend systems
✓ Microcontroller programming (ESP32, Arduino, Raspberry Pi)
✓ Sensor integration & calibration
✓ IoT protocols (MQTT, CoAP, BLE)
✓ Real-time embedded systems
✓ Hardware-software co-design
✓ Robotics & autonomous systems
✓ Vital sign monitoring & analysis
✓ Signal processing (ECG, SpO2, Temperature)
✓ Medical device integration
✓ Healthcare data standards (HL7, FHIR)
✓ HIPAA compliance
✓ Clinical validation protocols
| Opportunity | Details | Status |
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| 🏢 Full-time Senior Role | Lead Engineer, Tech Lead, Research Lead | Immediate |
| 🤖 AI/ML Projects | Edge-AI, LLMs, GenAI integration | Available |
| 🏥 Biomedical AI | Healthcare applications, medical devices | Priority |
| 📱 Full-Stack Development | Mobile + Backend + IoT systems | Available |
| 🚀 Startup CTO | Technical co-founder, strategic advisor | Open to discussion |
| 📚 Research Collaboration | Joint publications, research projects | Active |
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I'm actively seeking opportunities to apply my expertise in cutting-edge AI, robotics, and biomedical systems. Whether you're building the next generation of health tech, deploying edge-AI at scale, or need a technical leader who understands hardware-software integration, let's talk.
📧 Email Me • 💼 LinkedIn • 🐙 GitHub • 📱 View Research
✅ Expertise in emerging tech - Edge-AI, local LLMs, biomedical AI
✅ Full-stack capabilities - From firmware to cloud services
✅ Research-backed solutions - Published researcher + engineer
✅ Proven execution - 10+ shipped projects at scale
✅ Leadership experience - Built and mentored high-performing teams
✅ Real-world impact - Systems serving 1M+ users
Last Updated: July 2026 | Profile Status: Open for Opportunities
Building AI-powered systems that solve real-world problems 🤖 | Bridging hardware, software, and intelligence 🌉 | Advancing healthcare through technology 🏥