How I can help
I work across the full lifecycle of enterprise software — from the architecture decisions that shape a system for years, to the AI capabilities and cloud infrastructure that keep it competitive today.
AI & Intelligent Automation
Generative and agentic AI wired into real business systems — RAG pipelines, multi-agent workflows, LLM integration, and MCP tooling that automate decisions and operations instead of sitting beside them.
- LLM integration & fine-tuning
- Retrieval-Augmented Generation (RAG)
- Multi-agent & agentic workflows
- MCP tool development
- Computer vision & NLP
Enterprise Architecture
Fifteen years designing ERP, HRMS, background-verification and industry platforms — domain modelling, clear service boundaries, and migration paths that keep large systems changeable.
- Domain-driven design & service boundaries
- Modular monolith → microservices
- System & data integration
- Legacy modernisation
- Multi-tenant SaaS architecture
Cloud & DevOps
Seven-plus years running production infrastructure on AWS, Azure and Digital Ocean — containerised workloads, CI/CD pipelines, and observability that make deploys boring.
- Kubernetes & container orchestration
- CI/CD pipeline design
- Infrastructure as code
- Observability (Grafana / Prometheus / Loki)
- Cloud cost & reliability
Full-Stack Engineering
End-to-end product delivery — TypeScript across the stack, React/Next.js front ends, and Node, Java or Python services, from schema to ship.
- TypeScript front-to-back
- React / Next.js interfaces
- Node, Java & Python services
- Schema & data modelling
- Real-time features
Security & IAM
Authentication, authorisation and data protection built in from the start — OAuth/JWT flows, role-based access, secrets management, and compliance-ready audit trails.
- OAuth2 / OIDC / JWT
- RBAC & ABAC authorisation
- Secrets & key management
- API hardening & rate limiting
- Audit trails & compliance
APIs & Integration
REST and event-driven APIs other systems can build on — versioned contracts, webhooks, third-party integrations, and a developer experience that does not need a support ticket.
- REST & event-driven API design
- Versioned contracts & documentation
- Webhooks & async messaging
- Third-party integrations (payments, identity, logistics)
- API gateways


