dogeplusplus / advent-code-2022

Hi there 👋

I'm a Machine Learning Engineer working in the Life Sciences.

⚔️ Technical Skills

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

🌍 Domain Experience

• 🧬 Proteins and Small Molecules (Molecule Generation, Property Prediction, Virtual Screening, Semantic Search)
• 🦠 Super-Resolution Microscopy (Segmentation, Denoising, Classification)
• 🫀 MRI (Segmentation, Image Generation, Metrics Calculation)
• 🏛️ Retail Banking (Clustering, Churn Prediction, Customer Lifetime Value)