Python Skills

Data Analysis using Python

Arrays and Vectorized Computation
Data Loading, Storage, and File Formats
Data Cleaning and Preparation
Data Wrangling: Join, Combine, and ReShape
Plotting and Visualization
Data Aggregation and Group Operations
Time Series
Modeling
Jupyter Notebooks, DuckDB, Pandas, Parquet, SQL

AI Engineering using Python

Neural Networks
PyTorch

HTTP Services using Python

Web Apps
REST API (HTTP/HTTPS/TLS)
Interact w/ SQLite or MySQL or Postgres
Interact w/ Document Database (MongoDB)
Kafka Events
GraphQL API
WebSocket API
AuthC/AuthZ (SSO/OAuth/OIDC)
Sending Emails, Texts, and Push Notifications
Serverless Python

Basic/Boring CLI Utilities using Python

Strings and Text Editing
Text Pattern Matching with Regular Expressions
Reading, Writing, and Organizing Files
CSV, JSON, and XML Files
Excel Spreadsheets, Google Sheets
PDF and Word Documents
Design and Deploy CLI Programs and Libraries
Keeping Time, Scheduling Tasks, and Launching Programs
Web Scraping