Automated Parsing Pipeline with Daily Delivery
Data Parsing
Development of an automated parsing pipeline with daily execution, data processing, deduplication, CSV export, and final report delivery to Telegram.
The project included building a daily-run workflow for regular data collection and processing across multiple sources and categories. The main focus was on a predictable operational flow: source loading, batch parsing, cleanup, validation, CSV export, and automated delivery of the final result to the target channel.
Implemented project logic includes:
— daily parsing pipeline execution flow
— multi-stage batch data processing
— deduplication and basic result validation
— CSV export generation
— automated Telegram delivery of the report / export
— final summary block with key execution metrics
Stack and approach:
Python / Node.js-oriented automation, parsing pipeline, batch processing, deduplication, CSV export, Telegram delivery, structured logs, scheduled workflow.
Result:
a clean and reproducible pipeline for daily data collection and delivery, suitable as a foundation for automated reporting, monitoring, and recurring data workflows.
The project included building a daily-run workflow for regular data collection and processing across multiple sources and categories. The main focus was on a predictable operational flow: source loading, batch parsing, cleanup, validation, CSV export, and automated delivery of the final result to the target channel.
Implemented project logic includes:
— daily parsing pipeline execution flow
— multi-stage batch data processing
— deduplication and basic result validation
— CSV export generation
— automated Telegram delivery of the report / export
— final summary block with key execution metrics
Stack and approach:
Python / Node.js-oriented automation, parsing pipeline, batch processing, deduplication, CSV export, Telegram delivery, structured logs, scheduled workflow.
Result:
a clean and reproducible pipeline for daily data collection and delivery, suitable as a foundation for automated reporting, monitoring, and recurring data workflows.