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gpt2-playground's Introduction

Hi there ๐Ÿ‘‹

I'm a Machine Learning Engineer currently specialising in Computer Vision for the Life Sciences.

โš”๏ธ Technical Skills

  • Programming Languages: Python, SQL, Rust (novice), C++ (novice)
  • Frameworks and Libraries: PyTorch, TensorFlow, SciPy, Mlflow, Wandb, AWS, GCP, Terraform, Docker
  • Data Analysis and Visualization: Matplotlib, Plotly, Streamlit, Gradio
  • Machine Learning and AI: Semantic Segmentation, Object Detection, Classification, Image Denoising, Image Generation, Regression, Sequence Modeling
  • Databases: RDS, BigQuery, DynamoDB, Microsoft SQL Stack

๐ŸŒ Domain Experience

  • ๐Ÿฆ  Super-Resolution Microscopy (Segmentation, Denoising, Classification)
  • ๐Ÿซ€ MRI (Segmentation, Image Generation, Metrics Calculation)
  • ๐Ÿ›๏ธ Retail Banking (Clustering, Churn Prediction, Customer Lifetime Value)

๐ŸŒฑ Learning Interests

  • ๐Ÿš€ MLOps
  • ๐Ÿ“ธ Computer Vision
  • ๐Ÿ–Œ๏ธ Generative AI
  • ๐Ÿ’ฌ LLMs
  • ๐Ÿ“ˆ Causality and Bayesian Inference
  • ๐Ÿฆ€ Rust

โœจ Open to Collaborations

I am open to interesting projects/opportunities that span the sciences, in general applications that have a positive impact on society. Feel free to reach out using one of the contacts on my website. Find out more at https://dogeplusplus.github.io/

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