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Neatherblok/README.md

Hi 👋, I'm Ricardo de Deijn

A passionate data scientist and AI researcher, specializing in real-time AI, computer vision, and generative models.

  • 🔭 I recently earned my Master of Science in Data Science at Minnesota State University, Mankato. My research focuses on real-time AI applications, computer vision, and generative AI. Notably, I developed a custom convolutional neural network (CNN) with spatial attention for sidewalk snow detection, optimized for real-time performance on mobile devices. I also explored the evaluation of Generative Adversarial Networks (GANs) using Signed Inception Distance (SID) and Fréchet Inception Distance (FID), contributing to the assessment of generative model quality.

  • 🌱 I’m currently exploring federated learning, small language models, and reinforcement learning to expand my expertise in scalable AI solutions. My interests also include multi-modal AI and diffusion models for advanced image synthesis.

  • 👯 I’m looking to collaborate on AI projects involving federated learning, real-time applications, and generative modeling. I thrive in cross-disciplinary teams and enjoy contributing to cutting-edge research and practical AI implementations.

  • 🤝 I’m open to discussing research opportunities in autonomous systems, edge AI, and generative AI applications. I am also interested in scaling AI models efficiently for deployment on resource-constrained devices.

  • 📝 I share insights on AI, deep learning, and research methodologies at https://medium.com/@ricodedeijn

  • 💬 Ask me about developing real-time AI applications, optimizing deep learning models for edge deployment, or my work in generative AI evaluation.

  • 📫 Reach me at [email protected]

  • ⚡ Fun fact I biked up 'Mont Ventoux' in France during a charity event supporting Multiple Sclerosis (MS) research, blending my love for adventure with a cause that matters.

Connect with me:

Ricardo de Deijn LinkedIn Ricardo de Deijn Kaggle Ricardo de Deijn Medium

Languages and Tools:

Azure Docker GCP Git MS SQL Pandas Python PyTorch React Native Scikit-learn TensorFlow

Support:

Neatherblok



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  1. SnowDetection SnowDetection Public

    This project implements a snow detection algorithm for pedestrian safety, using a custom convolutional neural network with spatial attention. It leverages both real-world and synthetic datasets, an…

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  2. Data_Mavericks_2023 Data_Mavericks_2023 Public

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  3. Facial_Emotion_Detec Facial_Emotion_Detec Public

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  4. GANs_with_SID GANs_with_SID Public

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