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Pratham Thukral
Mid-level Software Engineer specializing in distributed systems on AWS
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About
Data/infra engineer with AWS DynamoDB experience who has shipped reliability-critical systems (Global Tables replica repair protocol) and customer-facing service rollouts using canary/percentage-based deployments, strong observability, and rollback strategies. Also built end-to-end Airflow pipelines producing weekly automated reports over ~10TB of advertising segment data, with rigorous week-over-week data quality validation.
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Key Strengths
- Owned end-to-end Airflow data pipeline delivering automated weekly business reporting on ~10TB of segment data
- Strong data quality discipline (week-over-week consistency checks on users/segments/segment sizes; iterative cleaning improvements)
- Designed resilient external API data collection with throttling mitigation (exponential backoff, retries, checkpointing via ranged queries)
- Shipped customer-facing DynamoDB log service rollout using percentage-based deployment with fast config-only rollback
- Built production-grade observability (metrics, dashboards, CloudWatch alarms) and supported on-call operations
- Led design and implementation of DynamoDB Global Tables replica repair protocol with extensive testing (unit/integration/scale/canary)
- Created tooling to inject replica divergences to enable debugging and validation of repair workflows
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