Huseyn Ahmadli
Senior Data/Analytics Engineer · AWS, ClickHouse, Python
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AI-Agent Reporting Automation
Production AI-agent service that turns stakeholder requests into verified BI reports end to end: a request posted in Basecamp triggers a gated agent workflow that validates SQL against approved business logic, creates or updates the Metabase report, and verifies every write by exact read-back before replying with evidence. Containerized Node.js services (Docker Compose) with a fully offline test suite and CI. Built to cut the analytics team's ad-hoc reporting load - and to prove AI agents can be trusted with production writes when properly gated.
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End-to-end data platform for a leading online classifieds group (4 marketplaces): 59 PySpark ETL jobs on AWS Glue batch-loading ~3.7M rows/day into a ~1.9-billion-row Amazon Redshift warehouse, with staging/MERGE patterns, deduplication, and data-quality checks throughout. Run telemetry is built into the warehouse itself — 99.6% fleet success rate across 25K+ runs in the trailing 90 days.
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Self-Service BI at Scale
Built and run a company-wide self-service BI environment spanning 16 data sources: 393 dashboards and 6,600+ saved queries serving ~90 monthly active users across finance, commercial, operations, and QC — about 27K queries every day.
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Business Reporting Automation
Automated a company's recurring reporting end to end on AWS Glue: monthly finance reporting with auto-generated presentation decks, scheduled business and regulatory reports for three marketplaces, a failed-payments Slack notifier plus operational alerts, and Basecamp-to-warehouse and helpdesk integrations — removing manual preparation from every monthly cycle.
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