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Sankalp Tiwari
Mid-Level Software Engineer specializing in backend microservices and FinTech data pipelines
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Backend engineer at Goldman Sachs who built LLM-powered reconciliation/reporting services and high-throughput Kafka pipelines (8M+ events/day). Strong in production-grade Python/FastAPI microservices on Kubernetes with GitOps-style CI/CD, plus experience migrating legacy reporting/settlement services onto an internal Kubernetes platform using shadow deployments and gradual cutovers.
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Key Strengths
- Owned high-volume Python backend service for financial reconciliation/reporting
- Scaled Kafka consumers with async processing, batching, and idempotent dedupe to prevent lag
- Built robust validation and rule-check layers to improve reconciliation accuracy across misaligned sources
- Hands-on Kubernetes deployments (Docker + manifests) with zero-downtime rolling updates
- Implemented CI/CD with Jenkins/GitLab including tagging, automated rollbacks, and env-specific config via ConfigMaps/Secrets
- Operational troubleshooting using K8s events/logs/metrics plus structured logging and tracing
- Executed phased migration to Kubernetes using dependency mapping, shadow deployments, and gradual traffic cutover with metric monitoring
- Designed resilient streaming pipelines with enrichment/validation and DLQ routing (8M+ events/day, 6 upstream systems)
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