Production Data Ingestion

Multi-Source Ingestion

I designed and deployed production ingestion services bringing together heterogeneous data from APIs, databases, energy assets, EV charging systems, solar monitoring, and business platforms.

The same framework supported both operational energy data and external business sources without requiring a dedicated implementation for every new integration.

Reliable Incremental Processing

I implemented reusable patterns for incremental loading, change handling, schema evolution, deduplication, retries, and validation.

This made new sources easier to integrate while keeping ingestion behavior consistent across different datasets.

Production Operations

The services were designed for scheduled production workloads with operational monitoring around execution, freshness, failures, and data quality.