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Sai Harshith Varma Pericherla
Mid-level Data Engineer specializing in cloud ETL/ELT and lakehouse architecture
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Data engineer focused on sales/marketing analytics pipelines, owning ingestion from CRMs/ad platforms through warehouse serving and dashboards at ~hundreds of thousands of records/day. Built reliability-focused systems including dbt/SQL/Python data quality gates with alerting, a resilient web-scraping pipeline (retries/backoff, anti-bot tactics, schema-change detection, backfills), and a versioned internal REST API with caching and strong developer usability.
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Key Strengths
- Owned end-to-end data pipelines (ingestion → validation → transformation → serving) for sales/marketing reporting
- Implemented robust data quality gates (null/duplicate/row-count checks, dbt tests) with severity-based stop vs alert logic
- Built automated API-based ingestion with raw staging layer as source of truth (~hundreds of thousands of records/day)
- Designed web scraping pipeline with retries/exponential backoff, monitoring, schema-change detection, and backfill support
- Shipped internal REST API with caching, query optimization, versioned endpoints, and strong developer-focused documentation
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