Forward Deployed AI & Cloud Engineering
AWS consulting for organisations navigating complex cloud transformation, security posture improvement, and AI-native architecture — delivered with over ten years of enterprise-grade rigour.
What I do
End-to-end security posture improvement for AWS environments — from vulnerability management and CIS benchmarking to automated remediation. Built for organisations where security debt has accumulated alongside growth.
Structured migration of complex workloads into AWS — including distributed systems, databases, and containerised platforms — with rigorous attention to availability, data integrity, and cost optimisation throughout.
Kubernetes platform design and CI/CD delivery at scale. From EKS provisioning and Helm-based deployments to GitOps practices and automated pipeline architecture that reduces toil and shortens release cycles.
Designing and implementing cloud governance frameworks that satisfy audit requirements without slowing engineering. Proven delivery of SOC2 readiness, AWS Control Tower with OKTA federation, and drift-detection automation.
Embedding directly within your product and engineering teams to turn AI capability into working operational reality. From redesigning workflows around AWS Bedrock and LangGraph agents to real-time prompt architecture for live applications — this is hands on delivery, not advisory.
Building monitoring ecosystems that give engineering teams genuine operational confidence — from centralised ELK Stack and Prometheus alerting to automated remediation scripts that drive MTTR down without manual intervention.
About
I am a Subject Matter Expert (SME) in AWS Cloud and DevOps with over ten years of experience delivering cloud transformation across financial services, media, and technology. I founded First Cloud Solutions to bring that enterprise grade rigour directly to mid-size and large organisations who need a trusted technical partner — not a generic consultancy.
My work spans the full breadth of cloud engineering: migrating complex distributed systems at scale, hardening security posture across large AWS estates, designing Kubernetes platforms that teams can actually operate, and integrating AI and ML capabilities into production cloud-native architectures.
More recently, my focus has shifted to forward deployed AI engineering — embedding within enterprise product and operations teams to design agentic workflows, RAG pipelines, and prompt architectures that connect advanced AI capability directly to business processes. At LearnersCloud, I re-engineered a passive video platform into an adaptive, AI-driven learning application with real-time student profiling and automated remediation. At Barclaycard via Avanade, I led the integration of AI-augmented pipelines into a mission-critical payment gateway.
I hold five AWS certifications — DevOps Engineer Professional, Solutions Architect Professional, Security Specialty, Advanced Networking Specialty, and AI Practitioner — and I work comfortably in both embedded team and independent consulting environments.
How I work
Security issues, migration blockers, and platform inefficiencies rarely present in their true form. I start with a structured technical discovery to separate symptoms from root causes.
Architecture that ignores your team's capability, your compliance requirements, or your cost envelope isn't architecture — it's theory. Every recommendation is grounded in your reality.
I work embedded within your team, not at arm's length. Whether pairing with engineers, leading a workstream, or owning AI integration end-to-end, forward deployment means your AI capability lands in production, not a slide deck.
Good consulting transfers capability. Runbooks, documented decisions, trained engineers. The goal is a platform and a team that can operate without me.
Sector experience
Get in touch
Whether you're planning a migration, tightening your security posture, or integrating AI into your platform — let's have a direct conversation.