SPECIALIST ENGINEERING SERVICE

AI integrations & retrieval systems

Add useful AI features grounded in your data, with access controls, evaluation and clear limits.

Discuss your project
AI integrations & retrieval systems
LLM APIs · RAG · pgvector · Redis
SCOPE

What can we build or improve?

For products that need knowledge retrieval, an assistant or a controlled automation workflow. I separate data preparation, retrieval and model execution, then define how the system handles missing evidence, sensitive actions and human review. Quality is evaluated on representative tasks rather than a few attractive demo questions.

What the work covers

  • Knowledge ingestion and scoped retrieval
  • Tool permissions and controlled execution
  • Evaluation cases, cost and latency visibility

Prepared by: Noor Yasser

WORKING TOGETHER

A clear process from the start.

01

Understand

We review the problem, existing product and constraints.

02

Define

We agree deliverables, milestones and an estimate before implementation.

03

Build & review

You review working increments and we address agreed feedback.

04

Deliver

We validate the agreed scope and hand over the necessary documentation.

START WITH YOUR NEED

Tell me what you want to build.

contact@nooryasser.com

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