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.
At Finarkein I managed AWS infrastructure that scaled 3x in a single quarter โ $14k to $41k/month โ while simultaneously cutting $2,000/month from existing workloads through EKS node rightsizing, RDS purging, and automated ECR cleanup. I also built ai-alert-handler, a FastAPI service on EKS that calls AWS Bedrock (Claude 3) to write AI-generated root cause annotations into Grafana at alert time. When production Grafana went completely down โ 330MB SQLite bloat, 135 alert rules locked โ I scripted a full zero-data-loss recovery via the Grafana HTTP API. Six years across AWS, GCP, and Azure before this: 45 microservices at Freecharge, infra for 9M+ users at Digit88, promoted to project lead at OpsTree.
0+
Years Experience
0+
Microservices Managed
0k/mo
Monthly Cost Savings
0x
Infra Scale (1 Quarter)
0+
IAM Actions Governed
0%
Automation Coverage
Cloud platforms, automation, and delivery at scale.
Aug 2024 - Present
Finarkein Analytics ยท Pune, India
Key impact: Managed 3x AWS infrastructure growth in one quarter ($14k โ $41k/month) while cutting $2,000/month from existing workloads via node rightsizing and automated cleanup โ and scripted a zero-data-loss recovery of production Grafana from a 330MB SQLite lock (135 alert rules, all datasources restored).
Aug 2023 - Jun 2024
OpsTree Solutions ยท Noida, India
Key impact: Promoted to project lead within six months; owned end-to-end infra delivery across multiple client engagements.
Jul 2023 - Aug 2023
Freecharge ยท Mumbai, India
Key impact: Managed 45 EKS microservices and 20 CloudFront distributions for high-throughput payment workloads.
Oct 2022 - Jul 2023
Digit88 Technologies ยท Pune, India
Key impact: Maintained AWS and EKS infrastructure supporting 9M+ active users; automated deployment pipelines to reduce manual intervention.
Aug 2019 - Oct 2022
Cloudblitz Technologies ยท Pune, India
Key impact: Operated EKS and VM-based production infrastructure with Nagios monitoring and CloudWatch alerting.
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.
Credentials and continuous learning.

Amazon Web Servicesยท AWS SAA

IBM

Anthropic

IBM