Hi, I'm Jake — A true full-stack developer

• Architected and developed a scalable Kubernetes telemetry data pipeline to ingest Prometheus metrics from customer K8s clusters into our cost observability platform, enabling real-time infrastructure cost monitoring.

• Led the design and implementation of a revolutionary collection-shipment paradigm with intelligent batching system, achieving an 80% reduction in operational cost overhead while maintaining data integrity.

• Engineered full-stack solutions spanning Go-based Kubernetes agents, Helm chart deployments, and Python API services on AWS infrastructure, ensuring seamless integration across diverse customer environments.

• Collaborated directly with engineering teams at Fortune 500 companies to iterate on product features and optimize telemetry collection, driving continuous improvement in platform performance and reliability.

• Developed and maintained cloud-native monitoring solutions that transformed cost visibility for enterprise customers, enabling data-driven infrastructure optimization decisions.

• Designed and implemented a fully managed Database-as-a-Service (DBaaS) platform on AWS EKS, leveraging custom Kubernetes operators for automated provisioning, scaling, and self-healing of database clusters.

• Developed a GitOps-driven manifest state management solution using CUELang, enabling declarative configuration, drift detection, and zero-downtime rollouts for database infrastructure.

• Enhanced existing data ingestion pipelines by optimizing throughput and fault tolerance, reducing end-to-end data processing latency by 40% and improving reliability under peak load.

• Authored and maintained reusable Terraform modules and internal templates for database infrastructure, standardizing deployments across multiple environments and accelerating developer onboarding.

• Collaborated with cross-functional teams to define DBaaS SLAs and performance benchmarks, implementing monitoring, alerting, and auto-remediation workflows that achieved 99.9% availability.