API Engineering Fundamentals

Integrated the Open-Meteo API to retrieve historical weather data for multiple cities. The goal was not just to fetch data, but to build a production-oriented client that handles failure gracefully and is easy to observe.

• arrow_forwardStructured logging across all API interaction points
• arrow_forwardException handling for network errors, timeouts, and unexpected responses
• arrow_forwardRetry mechanisms with exponential backoff to reduce pressure on external services under transient failures
• arrow_forwardTime-series aggregation with pandas across multiple cities and date ranges
• arrow_forwardComparative visualisations with matplotlib using multi-panel layouts