Scalable Software. Cloud Platforms. Engineering Excellence.
Services
From startup MVP to enterprise platform — end-to-end engineering expertise across the full technology stack.
AI & LLM Engineering
Production-grade AI systems, LLM APIs, RAG pipelines, and AI-powered product development.
MLOps & AI Platform
Model deployment, monitoring, feature stores, and GPU infrastructure on Kubernetes.
Software Development
Backend systems, APIs, microservices, and modern web applications built to scale.
Platform Engineering
Internal developer platforms, Kubernetes infrastructure, and AI/ML workload support.
DevOps & CI/CD
Automated pipelines, infrastructure as code, and observability at scale.
Cloud Architecture
AWS, Azure, and multi-cloud architecture including AI infrastructure design.
Technical Leadership
Team mentoring, engineering strategy, and architecture governance.
Fractional CTO
Strategic technology leadership for startups — including AI-first companies.
Featured Projects
Selected work across platform engineering, cloud architecture, and software development.
SaaS Platform Greenfield Build
Led the architecture and delivery of a B2B SaaS platform from concept to production in 16 weeks, supporting the company's Seed fundraise.
Multi-Region AWS Infrastructure
Designed and implemented a multi-region AWS architecture for a fintech payment processor, achieving 99.99% SLA with automated failover.
Enterprise Developer Platform
Built a comprehensive Internal Developer Platform for a 80-engineer fintech company, reducing deployment lead time from 3 days to under an hour.
Technology Stack
Battle-tested tools chosen for reliability, developer experience, and long-term maintainability.
Languages
- TypeScript
- Go
- Python
- Bash
- HCL
AI & ML
- OpenAI
- Anthropic
- LangChain
- MLflow
- Ray
Cloud
- AWS
- Azure
- GCP
- Cloudflare
Containers
- Docker
- Kubernetes
- Helm
- Istio
IaC
- Terraform
- Pulumi
- CDK
- Ansible
CI/CD
- GitHub Actions
- GitLab CI
- ArgoCD
- Jenkins
Observability
- Datadog
- Prometheus
- Grafana
- OpenTelemetry
Databases
- PostgreSQL
- Redis
- pgvector
- Pinecone
What Clients Say
Working with R2SA transformed our deployment pipeline. We went from weekly releases to shipping to production multiple times a day, with confidence. The Kubernetes platform they built has been rock solid.
As our Fractional CTO, R2SA helped us raise our Series A with a credible technology story. They built the team, chose the right stack, and delivered the technical roadmap investors needed to see.
Our AWS bill was out of control. R2SA conducted a thorough architecture review, right-sized our infrastructure, and we saved £180k in the first year without any reduction in performance.
R2SA built our entire AI infrastructure from scratch — RAG pipeline, LLM gateway, evaluation framework. What would have taken our team six months was live in six weeks. The quality was exceptional.
We brought R2SA in to rescue a failing platform migration. Within two weeks they had diagnosed the root causes, stabilised the system, and laid out a clear path forward. Exactly what we needed.
The DevOps transformation R2SA led was the best investment we made last year. Our deployment frequency went from monthly to daily, incidents dropped by half, and the team confidence is through the roof.
Latest Articles
Building Production RAG Pipelines: Beyond the Hello World Tutorial
Most RAG tutorials stop at the demo. This guide covers chunking strategies, embedding models, retrieval evaluation, and the infrastructure decisions that make RAG reliable in production.
LLM Inference at Scale: Kubernetes, GPUs, and Keeping Costs Sane
Running LLMs in production on your own infrastructure is genuinely hard. This is what we've learned deploying and operating self-hosted models at scale.
AI Agents in Production: What Nobody Tells You
Agentic AI systems are powerful and notoriously hard to operate reliably. Here's what we've learned shipping agents to production.
Ready to build something exceptional?
Whether you need a platform engineer, cloud architect, or technical leader — let's talk about how we can help your team move faster.