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Manish Abburu
Mid-level Software Engineer specializing in data pipelines, web scraping, and APIs
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Backend/data engineer who has owned end-to-end production pipelines and data services, processing ~500K–1M records/day from APIs/logs into MySQL and serving via REST APIs. Strong focus on reliability and data quality (ELK + structured logging/monitoring), with measurable improvements (~30% reduction in bad data, ~20% query performance gains) and experience operating external data collection/scraping systems with anti-bot and schema-change resilience.
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Key Strengths
- Owned end-to-end data pipelines (ingestion → validation → transformation → serving) at 500K–1M records/day
- Improved data quality by ~30% via missing-value and deduplication checks (Python/SQL)
- Improved query performance by ~20% through aggregation/optimization and indexing
- Built reliability/observability with structured logging, ELK centralization, metrics, and alerting
- Designed resilient external data collection with retries/exponential backoff, schema-change handling, and backfills
- Anti-bot mitigation strategies (throttling, randomized delays, user-agent + proxy/IP rotation; preference for official APIs)
- Shipped versioned REST APIs with Swagger/OpenAPI docs and backward compatibility for internal consumers
- Delivered MVPs in ambiguous early-stage environments with CI/CD and iterative incident-driven improvements
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