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Abhay Ravi Kumar
Junior Software Engineer specializing in backend, cloud DevOps, and ML/NLP
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About
DevOps/data-automation professional with HPE experience who has deployed containerized microservices to AWS EKS and built an end-to-end observability stack (Prometheus/Grafana/CloudWatch via Terraform), reporting zero-downtime deployments and ~40% faster incident response. Also extends Python ETL automation for procurement/operations teams (rules engine, validation, performance tuning) and bridges SAP ERP data into Power BI/Qlik dashboards through close on-site user collaboration.
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Key Strengths
- Production-like AWS EKS microservices deployments with zero-downtime rolling update strategies
- Introduced Helm release/versioning and rollback process to reduce deployment errors and time
- Built observability stack (Prometheus/Grafana/CloudWatch via Terraform) enabling proactive monitoring
- Improved incident response time by ~40% through real-time dashboards and alerts
- Cross-layer debugging (software/hardware/network) using metrics, VPC flow logs, and controlled replica moves to isolate node-level network congestion
- Customer-specific Python ETL customization (validation + rules engine + configurable API parameters)
- Performance optimization of ETL workflows (SQL tuning, caching, parallelization) while supporting new requirements
- Direct on-site collaboration with procurement/operations to iteratively refine tools and dashboards
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