Lead DevOps at Standard Chartered Bank

Architected an AI-powered DevOps platform using LLMs, MCP services, RAG, and specialized AI agents to integrate Kubernetes, Azure DevOps, Oracle, PostgreSQL, and enterprise tooling. Enabled natural-language operations, intelligent root-cause analysis, automated remediation, deployment orchestration, and human-in-the-loop approvals. Designed a multi-agent architecture with semantic caching, context management, and cross-source correlation across topology, source code, logs, traces, runtime telemetry, and operational data for secure decisioning. Implemented MCP services connecting LLMs with Kubernetes, Azure DevOps, SonarQube, Helm, Git repositories, and enterprise knowledge platforms for troubleshooting, code quality analysis, and operational automation. Managed on-prem and cloud infrastructure using Infrastructure as Code with automated provisioning, configuration management, and policy enforcement.

AI Solutions Architect at Arc

Designed, built, and deployed production-ready agentic AI solutions supporting enterprise business workflows. Architected RAG pipelines with advanced chunking, embedding models, vector databases, and retrieval optimization. Developed Python backend APIs and services integrating LLM applications with enterprise platforms and business systems. Integrated and deployed OpenAI, Anthropic Claude, Llama, and Mistral models across cloud and on-prem environments. Built AI automation workflows using LangChain, LangGraph, and MCP-based integrations to streamline engineering workflows and business operations. Fine-tuned LLMs using LoRA and QLoRA for domain-specific enterprise use cases.

Senior Solutions Architect at DBS Bank

Led solution architecture and integration of a federated platform into DBS Enterprise OpenShift, delivering secure, scalable, and highly available cloud-native solutions. Partnered with stakeholders to translate requirements into architectures aligned to enterprise standards. Defined architecture patterns and security controls using Istio to strengthen service connectivity, resilience, and observability. Guided engineering teams through architecture reviews and implementations to ensure compliance with enterprise architecture and security policies. Designed and introduced CI/CD platform capabilities using SHIP-HATS to improve deployment automation, governance, and release consistency. Produced architecture documentation and technical roadmaps for delivery and long-term platform evolution.

Senior DevOps Architect at Palo IT

Designed and delivered cloud-native architectures across AWS, Azure, GCP, and OpenShift focused on scalability, security, and operational resilience. Automated provisioning and configuration management using Terraform and Ansible to improve deployment consistency. Built and optimized CI/CD pipelines for Java and Spring Boot applications using Azure DevOps with automated testing and security controls. Managed Kubernetes platforms for containerized microservices with high availability and reliable production deployments. Collaborated on platform standards and Infrastructure as Code practices and implemented monitoring and deployment automation to improve performance and release reliability.

Senior DevOps Engineer at Circles.Life

Led migration of legacy applications from bare metal and virtual machines to cloud-native environments using automation, improving scalability, security, and operational resilience. Designed IaaS, PaaS, and SaaS cloud solutions supporting an application portfolio across six regional branches. Led a globally distributed team of 16 engineers delivering cloud and DevOps initiatives across multiple time zones. Provided hands-on technical leadership delivering scalable consumer-facing applications and cloud platforms that improved reliability, performance, and operational efficiency.