Distributed Data Integration Platform

A production data platform that automates collection, normalization, and delivery of structured data from heterogeneous web sources.

Architecture

• Plugin architecture with declarative configuration. New data sources onboarded without modifying core infrastructure
• Distributed task orchestration via Celery with workload-specialized worker pools, checkpoint/resume for long-running pipelines, and idempotent execution guarantees
• REST API with HMAC-signed webhook delivery for downstream system integration, idempotent job triggers, and real-time status polling

Data Pipeline

• Automated normalization pipeline producing clean, deduplicated records
• Lifecycle tracking for all records: first seen, last seen, and discontinued states
• Structured output ready for downstream consumption

Operations

• Feature flags and YAML-defined job promotion through CI/CD
• Worker utilization auditing and automated backup/restore
• Docker-based multi-service deployment with auto-deploy on push