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Hosseinshirali/README.md

💫 About Me

👋 Hi, I’m Hossein

I’m an Applied AI Scientist and Engineer working at the edge of computer vision, deep learning, and robotics.

Currently wrapping up my PhD at Karlsruhe Institute of Technology (KIT), I specialize in turning smart algorithms into real-world tools—from open-source photomicroscopes to scalable cloud pipelines and full-stack automation for scientific and industrial challenges.

🚀 Core Expertise

  • 🧠 Deep Learning & Neural Network Design: Architecting custom models for complex tasks.
  • 👁️ Computer Vision: Object detection (YOLO), segmentation, and automated morphometrics.
  • ⚙️ Model Deployment: Converting research code into production-ready APIs (ONNX, Docker, FastAPI).
  • 🔬 Scientific Computing: High-throughput data analysis and robotic imaging integration.
  • ☁️ Scalable Infrastructure: HPC (Slurm), AWS, and Cloud-native workflows.

🛠 Tech Stack

AI, Vision & Frameworks PyTorch TensorFlow Keras scikit-learn OpenCV YOLO ONNX

Web & Backend Development FastAPI Python TypeScript JavaScript HTML5 CSS3

Data, Databases & Viz Postgres Supabase Pandas NumPy Streamlit Gradio mlflow

Cloud, DevOps & Tools AWS Koyeb Cloudflare Docker Kubernetes CI/CD Git HPC Slurm VS Code

🌱 Current Interests

  • 🔭 AI-driven automation for science & industry
  • 🦾 Computer vision in robotics and hardware
  • ⚡ High-throughput data pipelines & Scalable deployment (Cloud/HPC)
  • 📖 Open science & reproducibility

📢 Let’s Connect

Open to collaborations, product-focused projects, or just swapping ideas about AI and smart automation.

Website LinkedIn Email ORCID

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