
AHMED FAYYAZ
SPECIALIST SUPPORT / CONNECTED THINKING
Reliable systems your product can grow on.
01 / THE BIG PICTURE
The backend is where reliability is won or lost. I design APIs, data models, and services meant to survive real traffic and change safely over time — including wiring AI and automation directly into the systems that already run your business.
We start by understanding your existing product, the people using it and the constraints around it. That context shapes the scope—not a preset list of technologies.
Explore the work for product context, or read the process to see how discovery becomes a practical plan.
02 / WHERE THIS HELPS
I design for load — caching, queuing, and horizontal scaling — before it becomes an outage.
I re-model and migrate data incrementally, with zero-downtime deployments.
I integrate RAG pipelines, LLM calls, and automation workflows directly into your existing services.
Recognise one of these problems? Tell me what’s happening in your product.
03 / THE SCOPE
These are possible areas of work. We agree which deliverables belong in your engagement, along with priorities, constraints and acceptance criteria.
Well-documented, versioned APIs designed for the clients that will actually consume them.
Schemas modeled around real query patterns, not just entities on a whiteboard.
Secure, role-based access control and session management done to established best practices.
RAG pipelines, LLM calls, and workflow automation wired directly into existing backend services.
Asynchronous processing for anything too slow or too important to run inline on a request.
Need a focused review rather than a full implementation? Include that in your project brief.
04 / TOOLS & TECHNOLOGY
The tools below support this service. The final stack depends on your requirements and what already works in your system.
Technology marks identify tools, not partnerships or endorsements. For the wider toolkit, visit all services.
05 / DELIVERY & COLLABORATION
Scope, communication and review points should be understandable from the start. Read the full process or meet the person behind the work.
A short conversation to understand the goal, constraints, and what success looks like.
A clear plan broken into milestones, with timelines and pricing agreed upfront.
Regular async check-ins and working software early, not one big reveal at the end.
Launch, then a support window to catch anything that surfaces in the wild.
We agree the scope, dependencies, review points and handover expectations. Any support window, ongoing work or additional services should be included explicitly in that agreement.
Start with your briefIn most cases yes — RAG pipelines and LLM calls can usually be added as new services alongside what already exists.
It depends on the actual access patterns and consistency needs, not a default preference. I'll walk through the tradeoffs for your specific case.
Yes — critical paths get automated test coverage so changes can be made confidently later, not just at initial build time.
A description of the problem, your current setup and the outcome you want. Use the project brief to share timing, budget and references. We’ll discuss scope and availability before agreeing an engagement.
07 / CONNECT THE PIECES
Some projects need support across several layers. Explore related services or return to the overview to find your starting point.
Official resources for a closer look at the technology.