Кирило Калашник
@0005473
I build LLM-powered automation that replaces repetitive business workflows from design through production deployment.
What I'm looking for
I build LLM-driven workflows for small businesses and product teams, automating customer support, ticket triage, document extraction, outreach research, and reporting. As a freelance AI Automation Engineer, I take projects from vague workflow problems through pipeline design, API integrations, deployment, and ongoing maintenance.
I've built JIRA readiness bots, RAG support chatbots across Telegram and WhatsApp, offline invoice and contract extraction with Ollama, and business metrics dashboards combining CRM, ad-platform, and Stripe data. I use Python, n8n, OpenAI and Claude APIs, local models, and production infrastructure to create systems that handle uncertainty through confidence thresholds, human handoffs, and reviewable drafts.
Experience
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AI Automation Engineer
Freelance / Contract
Oct 2022 - Present (3 years 11 months)
Builds LLM-based automation for small businesses and product teams, working directly with clients. Owns the full cycle from problem clarification to deployment and maintenance, integrating CRMs, JIRA, Slack, Stripe, and internal databases via APIs and webhooks.
Education
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Кирило hasn't added their education
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