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Aman Jain
Mid-level Software Engineer specializing in cloud-native data pipelines and ML platforms
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About
Backend engineer who has owned end-to-end delivery of Python/FastAPI microservices for real-time data processing and alerting, including performance tuning (Postgres optimization, caching, async processing). Strong DevOps/GitOps background: Docker + Kubernetes deployments with GitHub Actions CI/CD and ArgoCD-driven GitOps, plus experience supporting phased on-prem to AWS migrations and building Kafka-based streaming pipelines.
Experience
Education
Key Strengths
- End-to-end backend ownership (architecture, coding, deployment, performance tuning)
- Designed modular microservices for real-time data processing and alerting
- Kubernetes production deployment experience (manifests, ConfigMaps/Secrets, HPA)
- GitOps-based delivery with ArgoCD (drift detection, version-controlled releases, rollback)
- Built CI/CD pipelines with GitHub Actions (build/test/publish/security checks)
- Database performance optimization (query tuning, caching, async processing for throughput)
- Planned and executed phased on-prem to AWS migration with blue-green cutovers and continuous replication
- Kafka streaming pipeline experience (bursty traffic handling, exactly-once, consumer lag monitoring)
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