AI Assistants
Slack, Telegram, and web assistants, internal copilots, business-specific knowledge bots, and workflow automation.
services --available
The offer is intentionally practical: assistants that do work, infrastructure that runs them, and automation that removes manual operations.
Slack, Telegram, and web assistants, internal copilots, business-specific knowledge bots, and workflow automation.
Inference environments, Kubernetes clusters for AI workloads, deployment pipelines, access control, monitoring, and backups.
Infrastructure from scratch, CI/CD, Terraform, Ansible, AWS, Nginx, observability, and production reliability.
Bots, parsers, reports, integrations, subscription logic, file workflows, and internal tools.
build-ai-system
I can connect the assistant layer with real production work: data sources, backend logic, deployments, observability, access control, and rollback paths.
selected-projects --with-proof
Problem: Teams want to deploy to their own VPS without manual DevOps work every time.
Result: Backend for deployment automation around provisioning, deploys, backups, and AI-assisted operations.
Problem: Paid content was hard to manage, measure, and protect from subscription sharing.
Result: Custom subscription logic helped grow channel revenue by about 2x in 3 months.
Problem: Tutors spent up to an hour checking one student's progress across the learning platform.
Result: Dashboard reduced progress checks from about 1 hour to 3 seconds.
Problem: Wholesale price lists were updated manually across S3 and an old PHP website.
Result: Managers upload files in chat; the bot syncs storage and website links, adding about +90k RUB/month.
Problem: Market content needed structured weekly analysis that was easy to read on mobile.
Result: Automated Smart-Lab reports with sentiment-like dictionaries, top articles, and chat delivery.
experience --short
LLM rollout workflows, Argo CD automation, ELK pipeline improvements, Terraform practices.
Secure Kubernetes platform with VPN, Keycloak SSO, Harbor, S3, and OAuth2 integration gateway.
Production Kubernetes, Terraform/Ansible automation, monitoring, backups, and 10+ microservice pipelines.
Core infrastructure, cloud migration, networking, backups, and system administration foundations.
start-project
Send me the business problem, current workflow, and what a good result looks like. I can help shape the technical path from there.