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# Welcome to my digital space
I build ML systems that solve real problems—
from real-time computer vision on edge devices
to RAG pipelines serving thousands of queries.
Then I write about what actually worked.
Drop me a message
Get in Touch
Expertise
8+ years in software development, 3+ years building production ML systems
bash
$From notebooks to production—building ML systems that actually work at scale
Production ML Engineer
PyTorchTensorFlowPythonFastAPIDockerKubernetes
- •Building and deploying ML systems at scale
- •Model optimization for low-latency inference
- •Production monitoring and observability
- •CI/CD pipelines for ML workflows
Computer Vision Specialist
YOLONVIDIA JetsonCUDAOpenCVReal-time Detection
- •Edge device optimization (NVIDIA Jetson)
- •Real-time object detection and tracking
- •Custom CUDA kernels for inference
- •Model quantization (INT8, FP16)
NLP & RAG Systems
RAGLangChainVector DBsLLMsTransformers
- •RAG pipelines serving enterprise search
- •Knowledge graph construction and injection
- •Fine-tuning strategies for domain-specific tasks
- •Context retrieval optimization
MLOps & Infrastructure
MLflowAWSTerraformPostgreSQLRedisMonitoring
- •End-to-end ML pipeline automation
- •Multi-GPU infrastructure management
- •Model versioning and experiment tracking
- •Automated model validation and deployment
Writing
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Get In Touch
Let's connect and build something amazing together
Let's connect professionally
Connect with me for professional networking and opportunities
Drop me a message
Feel free to reach out for collaborations or questions
aziz.hamadi@hotmail.com
GitHub
Check out my code
Explore my open-source projects and contributions
https://github.com/aziz-hamadi
Come say Hi :)