> SYSTEM You are working with Roman (RoKols)
> ROLE AI Automation Specialist · LLM Systems Engineer
> STACK Python · LLM Integrations · Docker · Linux · Telegram
> CONTEXT Telegram bots · multimodal tools · self-hosted AI
> STATUS Open to work
> GOAL Building practical AI systems for real working tasks
> _
I build AI tools for real working tasks: Telegram bots, LLM workflows, multimodal applications, and self-hosted infrastructure.
My focus is not demo-for-demo's-sake projects, but practical systems with clear logic, predictable results, and reliable operation: from idea and prototype to backend, deployment, and automation.
- AI assistants and Telegram bots for business and internal workflows
- LLM workflows with verifiable results and clear structure
- Tools for working with text, voice, images, and documents
- Backend automation and integrations
- Self-hosted infrastructure for AI services on VPS/Linux
- Prototypes that can grow into working products
An AI workflow builder with step-by-step logic, controlled outputs, and practical results.
Scripts and setup for preparing VPS/Linux environments for AI services, automation, and self-hosted projects.
A multimodal AI application with web and Telegram interfaces for working with video, text, and external APIs.
An LLM-based HR support system that structures data, helps compare candidates, and reduces manual routine.
A backend project with an automated analytics pipeline and an architecture close to production-style delivery.
A multimodal assistant for a practical business workflow, from input processing to a clear user-facing result.
- GitHub: rokolslab
- Email: RoKols2017@gmail.com
AI tools, backend, automation, LLM workflows, Telegram bots, Linux/VPS, self-hosted infrastructure.

