I'm an AI Engineer & Researcher on a mission to democratize artificial intelligence and build Sudan's AI ecosystem. As Founder of SAiR (Sudanese Artificial Intelligence Research Organization), I'm empowering the next generation of African AI talent through accessible education and hands-on mentorship.

What Drives Me:

• 🚀 Building production-grade AI systems that scale from research to real-world impact
• 🇸🇩 Democratizing AI education across Sudan and Africa through SAiR
• 🎓 Training 200+ students in practical AI/ML skills
• 💡 Creating open-source tools that accelerate AI development

expertise = {
    "Training": ["DeepSpeed ZeRO", "DDP", "FSDP"],
    "Fine-tuning": ["LoRA", "QLoRA", "RLHF", "DPO"],
    "Optimization": ["Quantization", "GPTQ", "AWQ"],
    "Deployment": ["RAG", "vLLM", "TGI"],
    "Results": ["+15% accuracy", "-70% cost"]
}

expertise = {
    "Detection": ["YOLO", "Detectron2", "Real-time"],
    "Segmentation": ["SAM", "Mask R-CNN"],
    "Optimization": ["TensorRT", "ONNX", "Pruning"],
    "Edge": ["Jetson", "TFLite", "Mobile"],
    "Results": ["60-80ms inference", "-40% size"]
}

👥 200+ Active Learners    📚 3 Complete Modules    🚀 15+ Real Projects
✅ 85% Completion Rate    🌍 5 African Countries    💯 100% Free Access

Education → Free AI/ML courses with practical, project-based learning
Community → Weekly sessions, mentorship, and peer collaboration
Innovation → Research initiatives solving local African challenges

🔗 Join Us: SAiR GitHub | Telegram Community

Building scalable LLM systems from training to deployment:

• 🏗️ Designed enterprise RAG systems with multi-provider LLM factory
• ⚡ Scaled training pipelines using DeepSpeed and PyTorch DDP
• 🎯 Fine-tuned LLaMA, GPT-J, Falcon with cost-efficient methods
• 🚀 Deployed quantized LLMs achieving 3× faster inference
• 💼 Built OCR pipelines for fintech KYC automation

Optimizing CV models for edge deployment:

• ⚡ Achieved 60-80ms real-time inference on Jetson/RasPi
• 📉 Reduced model size by 40-60% via quantization/pruning
• 🤖 Built automated labeling workflows with VLM augmentation
• 🎯 Deployed YOLOv8 detector with 85-90% mAP in production
• 🔧 Created resilient pipelines with monitoring and failover

Mentoring next-gen AI engineers and democratizing education:

• 🏆 Led competition teams at Teknofest (national AI/robotics)
• 📚 Teaching AI/ML fundamentals to 200+ students
• 🇸🇩 Founded SAiR to build Sudan's AI ecosystem
• 🔬 Guiding research projects from ideation to deployment

📚 More Projects: PAPER2CODE • TF2 Object Detection Pipeline

🎓 PhD Candidate – Mechatronics & AI | Karabük University | 2024 – Present
Focus: Vision-Language Models, Edge AI, African AI Applications

🎓 M.Sc. – Mechatronics Engineering | Karabük University | 2023
Specialization: Deep Learning, Computer Vision, Embedded ML

🎓 B.Sc. – Electrical Engineering | Sudan University | 2016

📜 Certifications: View All

I'm passionate about projects that create meaningful impact. Let's connect if you're working on:

🏢 For Organizations
Production AI systems • Model optimization • MLOps infrastructure • AI education programs

🔬 For Researchers
LLM innovations • Distributed training • Model compression • Reproducible research

🌍 For Everyone
Open source AI tools • Social impact applications • Knowledge sharing • SAiR partnerships