Support

Endpoint 51 engineering studio

Turn Python and AI prototypes into systems your team can rely on.

I design and build API integrations, internal AI workflows, and backend services—with testing, observability, failure handling, and deployment included from the start.

Where I can help

Engineering for the difficult part after the demo works.

The useful prototype is rarely the finished system. The remaining work is usually integration, reliability, security, evaluation, and deployment.

01 / INTEGRATE

API and data integration

Connect third-party services, internal systems, and inconsistent data without leaving your team with another brittle script.

  • REST APIs, OAuth, webhooks, and background jobs
  • Validation, retries, rate limits, and reconciliation
  • PostgreSQL-backed services and data pipelines

02 / AUTOMATE

AI-assisted workflows

Use language models where they reduce real operational work, not where a conventional rule or query would be more dependable.

  • Document intake, extraction, and classification
  • Retrieval, tool use, and human review steps
  • Evaluation, audit trails, and failure paths

03 / SHIP

Production engineering

Strengthen a working Python service so people can depend on it and another developer can understand what happens when it fails.

  • Automated testing and practical observability
  • Docker, CI/CD, AWS, and release workflows
  • Architecture notes and maintainable handover

A visible process

Small decisions made clearly.

You should be able to see what is being built, why each technical decision was made, and what remains uncertain.

  1. 01 Diagnose

    Define the business workflow, inspect the systems and data involved, and identify the smallest useful outcome.

  2. 02 Build visibly

    Deliver in working increments with demonstrations, written decisions, and risks surfaced before they become expensive.

  3. 03 Ship and hand over

    Deploy the system, document the operational path, and leave your team with code it can continue to own.

Start with the problem

Tell me what is slow, fragile, or stuck.

If Python, APIs, or AI are a sensible part of the solution, I’ll explain what I would investigate next. If they are not, I’ll say that too.

Discuss your project