Track Record

Founder & team engineering track record.

Real production outcomes from the founder's professional experience. Client details anonymized under confidentiality agreements.

CI/CD & GitOps

CI/CD Pipeline Modernization

A SaaS company's engineering team was spending significant time on manual deployments with unreliable pipelines. Build times were slow and deployments required manual steps.

Outcome

  • → Reduced average deployment time from over 45 minutes to under 10 minutes
  • → Implemented GitOps with ArgoCD for consistent deployments
  • → Automated testing and quality gates in the pipeline
Migration

Production EKS Migration

A high-volume API platform needed to migrate from legacy infrastructure to EKS while maintaining production traffic handling 10M+ daily requests.

Outcome

  • → Zero-downtime migration to EKS with phased traffic cutover
  • → Implemented Karpenter for intelligent autoscaling
  • → Reduced MTTR by approximately 60% through improved observability
Observability

Monitoring & Observability Overhaul

Production issues were being discovered by customers before the engineering team. Monitoring coverage was approximately 40% with inconsistent alerting.

Outcome

  • → Improved monitoring coverage from ~40% to ~95%
  • → Implemented structured logging, metrics, and alerting pipeline
  • → Built operational dashboards for proactive issue detection
Security

DevSecOps & CIS Compliance

Enterprise customers required evidence of infrastructure security practices. The company needed to achieve CIS benchmark compliance for an upcoming audit.

Outcome

  • → Achieved approximately 98% CIS benchmark compliance
  • → Implemented container scanning, IAM hardening, and network policies
  • → Established ongoing security monitoring and remediation practices

These case studies reflect the founder's professional engineering track record. Client details are anonymized under confidentiality agreements. No fabricated metrics or outcomes.

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