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Skills

Tools of the trade

What I reach for, grouped by kind. Depth varies — happy to talk specifics.

Languages

  • Python
  • C++
  • JavaScript
  • SQL
  • Bash

Frameworks & Libraries

  • NumPy
  • SciPy
  • pandas
  • scikit-learn
  • statsmodels
  • Hugging Face Transformers
  • Matplotlib
  • Seaborn
  • Plotly
  • REST APIs

Tools & Infrastructure

  • Git & GitHub
  • Docker
  • CI/CD
  • ETL Pipelines
  • Microservices
  • API Gateways
  • SQL Databases
  • Minitab
  • Linux

Concepts & Domains

  • Agentic AI & LLMs
  • Machine Learning
  • Natural Language Processing
  • Medical Imaging (4D Flow MRI)
  • Time-Series & Anomaly Detection
  • Statistical Analysis (DOE, ANOVA, Regression)
  • Data Visualization
  • Healthcare & Biomedical Software