Yash Kumar

Software Engineer @J.P. Morgan

CA

Architected and implemented custom Kubernetes operators using Python, resulting in automated management of complex application deployments, reducing operational overhead by 70%, and improving system reliability through automated healing capabilities• Designed and deployed a comprehensive machine learning infrastructure supporting LLM workloads, implementing scalable training and inference pipelines that reduced model deployment time by 80% while maintaining high performance and resource efficiency• Led the development of a self-service platform using Python and Kubernetes APIs, enabling development teams to provision and manage their infrastructure, resulting in a 60% reduction in ticket-based operations and improved developer productivity• Implemented advanced monitoring solutions for microservices architecture using Prometheus and Grafana, creating custom dashboards and alerting rules that improved system observability and reduced MTTR by 50%• Created an automated disaster recovery system with cross-region failover capabilities, achieving an RPO of 5 minutes and RTO of 30 minutes, ensuring business continuity during critical failures• Developed and maintained Infrastructure as Code using Terraform, managing complex multi-environment deployments with 99.9% success rate and reducing provisioning time by 75%• Established GitOps workflows using ArgoCD and Helm charts, implementing automated deployment pipelines that increased deployment frequency while maintaining system stability• Designed and implemented a zero-trust security architecture for microservices, incorporating modern security protocols and achieving compliance with industry standards• Built custom debugging and profiling tools for distributed systems, enabling rapid identification and resolution of performance bottlenecks across the microservices ecosystem