RAG system development
Make documents, policies and business knowledge easier to search with an AI assistant built around your users and your data.
Explore this serviceI work with founders and teams to turn a specific business need into a useful product. Explore the service that fits your project.
Development services
Choose a focused project or bring me into your existing team. I build the interface, backend and integrations that make the complete workflow useful.
Make documents, policies and business knowledge easier to search with an AI assistant built around your users and your data.
Explore this serviceLaunch a clear business website, validate a product idea or build a complete application with the workflows your customers need.
Explore this serviceConnect the tools you already use and automate repetitive work with clear status, retries and human review where it matters.
Explore this serviceWhy work with me
You need someone who can connect the product idea with the architecture, code and infrastructure behind it. I bring experience from more than 20 products to make those decisions with you.
I turn the product goal into clear data models, API boundaries and a deployment plan. The architecture should support the business now and give the next stage room to grow.
I evaluate hosting, database usage, background work and AI model calls together. Right sizing servers, avoiding unnecessary services and choosing practical managed or self hosted options help keep operating costs under control.
I investigate queries, rendering, caching and slow request paths before adding infrastructure. That helps us improve the user experience and use the existing resources more efficiently.
I use AI tools to support delivery and review the result with engineering judgment. I take responsibility for permissions, integrations, failure handling, deployment and the decisions your team will need to maintain.
From the first conversation to launch
We discuss your users, existing tools and the outcome you need. I turn that into a scope with clear priorities.
I develop the core workflow and share progress at agreed milestones, so you can review real behaviour early.
We verify the product, deploy it and document what your team needs to operate and extend it.
I build custom websites, SaaS applications, RAG systems and business automations. That can include the customer interface, backend, integrations, admin dashboard and deployment.
My work includes more than 20 products, with experience serving B2B businesses, political organisations, founders and public audiences. Products I have worked on reach millions of people.
Yes. I can own a defined project or work alongside your team on an existing application. We agree on responsibilities, communication and delivery milestones before starting.
Share the problem, your users, the existing tools and the result you need. I use that context to discuss scope, dependencies and a delivery approach before providing an estimate.