ai-alert-handler
FastAPI on EKS that intercepts Alertmanager webhooks, calls AWS Bedrock (Claude 3) for RCA, and writes the result as a Grafana annotation โ on-call triage without the manual digging.
I run production-grade platforms on AWS, GCP, and Azure โ nearly 7 years now โ owning the full production lifecycle for enterprise fintech and insurance clients: disaster recovery, CIS/VAPT security compliance, and FinOps cost optimization. At Finarkein I built a GitOps platform from scratch (ArgoCD, four-tier RBAC, a "Golden Helm chart" framework) that cut client deployment time, led a full DR program spanning cross-region RDS PITR and EKS failover, drove AWS CIS Benchmark and KPMG VAPT remediation, and delivered FinOps work saving ~$20K/month. I also built ai-alert-handler, a FastAPI/Bedrock service that auto-generates root-cause analysis for production alerts. Alongside the infra work, I'm growing a product management track through the NextLeap PM Fellowship.
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Years Experience
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Microservices Managed
0k/mo
Monthly Cost Savings
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CIS Benchmark Score
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Security Controls Assessed
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Grafana Dashboards Recovered
Cloud platforms, automation, and delivery at scale.
Aug 2024 - Present
Finarkein Analytics ยท Pune, India
Key impact: Built a GitOps platform from scratch (ArgoCD, four-tier SSO RBAC, "Golden Helm chart" framework), reducing client environment deployment time.
2026 - Present
Finarkein Analytics ยท Pune, India
Key impact: Own product design for an agent-based platform that generates production-ready Dockerfiles, Kubernetes manifests, and Helm charts from natural language, with an agent runtime reconciling cluster state end-to-end via ArgoCD.
Aug 2023 - Jun 2024
OpsTree Solutions ยท Noida, India
Key impact: Built Azure AKS platform from empty subscription to production-ready in under 3 weeks; promoted to Project Lead within 6 months, managing 2+ client projects from scratch.
Jul 2023 - Aug 2023
Freecharge ยท Mumbai, India
Key impact: Supported high-throughput payments infrastructure โ 20+ CloudFront distributions and 45+ backend microservices on EKS โ and unified observability across five monitoring tools.
Oct 2022 - Jun 2023
Digit88 Technologies ยท Pune, India
Key impact: Managed AWS infrastructure for a 9M+ user platform; cut ETL costs ~30% via EC2 Spot/EMR migration; automated patching across 50+ instances (100% compliance).
Aug 2019 - Oct 2022
Cloudblitz Technologies ยท Pune, India
Key impact: Early engineering hire; built AWS infrastructure from scratch with Terraform, established CI/CD and observability, and scaled workflows from 2 to 10+ engineers.
Reliable platforms, automation, and scale.
FastAPI on EKS that intercepts Alertmanager webhooks, calls AWS Bedrock (Claude 3) for RCA, and writes the result as a Grafana annotation โ on-call triage without the manual digging.
Scripted recovery of a completely dead production Grafana (330MB SQLite lock, 135 alert rules at risk) via HTTP API extraction and in-place DB repair โ zero data loss, no backup restore.
Custom Grafana dashboard pulling AWS Cost Explorer API data to surface over-provisioned EKS nodes โ directly identified the rightsizing work that saved $2,000/month at Finarkein.
Python/boto3 tool that audits AWS accounts against CIS Benchmark controls across IAM, S3, CloudTrail, VPC, and KMS โ built account-agnostic so it's reusable beyond a single client.
React/TypeScript dashboard on the Cost Explorer API that surfaces over-provisioned EKS nodes and rightsizing opportunities โ the tool that identified the $2,000/month savings at Finarkein.
Full-stack HRMS built around Slack-native leave requests and approvals โ the primary case study for the NextLeap PM Fellowship, covering both the build and the product thinking behind it.
Agent-based platform generating Dockerfiles, Kubernetes manifests, and Helm charts from natural language, with an agent runtime reconciling cluster state end-to-end via ArgoCD. Actively evolving at Finarkein.
Credentials and continuous learning.

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