REAL SYSTEM DELIVERY

Development and integration

AI, automation, complex backend scenarios, and integrations. For cases where what is needed is a person who can hold the whole solution together.

Two development directions

Automation and AI

I step in where part of the load should already be handed over to the system through automation, AI, bots, and integrations embedded into existing work.

1

What people come with

AI, bots, or automation need to be embedded into existing work: support, requests, content, routing, or internal operations.

The goal is not just to plug in a model, but to assemble a working solution for a concrete task.

2

Result

Part of the load is removed from people and handed over to the system.

Processes become faster, cleaner, and more stable. A solution appears that has a tangible effect on everyday work.

Technologies

OpenAI LLM · Anthropic · OpenRouter · n8n · Telegram Bot API · Google Workspace · Google Sheets · Google Drive · OpenStack · Webhook integrations

Engineering solutions

For cases where a strong technical solution needs to be assembled quickly for a concrete task without it spreading across people, weak implementation, and architectural loss along the way.

1

What people come with

There is an idea, an internal product, or a new direction that needs a working solution built around it.

What is needed is one strong contour: architecture, backend, integrations, APIs, a system core prototype, or all of it together. The goal is to reach a working state fast.

2

Result

A working base is assembled: architectural frame, code, and a point from which you can move into an MVP, pilot, or the next product stage.

Instead of a fragmented team and constant manual coordination, one integral solution appears.

Technologies

Go · MySQL · NATS JetStream · Redis · Kafka · Kubernetes · GitLab · GitHub · REST API · gRPC

Entrypoint

Send a short request in Telegram.

1. what you want to build or launch;

2. what already exists now;

3. what result would actually be useful for you;

4. what deadlines or constraints exist.

This is enough to start. Then I can orient you toward the format that fits.

Write in Telegram