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Ihor Koss

@ihorkoss

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AI Automation Engineer: LLM agents, n8n, API integrations, RAG and voice AI in production. Remote B2B from Ukraine.

Ukraine

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At YT-Wizards, I built the orchestration and rendering systems behind AI documentaries for 22 YouTube creators and 20+ client channels. Checkpointed pipelines resume after crashes, while clients can run renders on their own machines or servers.

At SOKIL, I own a seven-channel conversational AI support platform and shipped a multi-tenant recruiting CRM with EU AI Act safeguards. Through KossFlow, I also operate 10+ production applications and ship products including a native Android finance app and an offline desktop PDF suite.

Experience

Work history, roles, and key accomplishments

Current

Generative AI Engineer

Current

YT-Wizards

Feb 2026 - Present (8 months)

Scaled AI video production to 22 YouTube creators and 20+ client channels by building reusable pipeline skeletons and an FFmpeg filter_complex engine for 45-60 minute films. Delivered documentaries at $22-33 per video in compute with quality gated by model-based checks.

FFMPEG AI Video Workflows Orchestration Checkpointing Exponential Backoff Retry Circuit Breakers Gemini Vision Automation

Current

Senior AI Automation Engineer

Current

SOKIL

Sep 2024 - Present (2 years 1 month)

Owned a 7-channel conversational AI support platform end to end, including agent design, tool calling, per-tenant RAG, and evals. Shipped a multi-tenant AI recruiting CRM with EU AI Act compliance and bias monitoring.

Conversational AI Tool calling RAG Qdrant Evals Multi tenant SaaS RLS EU AI Act GDPR Playwright CI CD Webhooks WhatsApp Cloud API

Current

AI Automation Engineer

Current

KossFlow

Sep 2023 - Present (3 years 1 month)

Operated 10+ production applications on self-hosted infrastructure, built monitoring and security tools, and developed AI products including a video-meeting platform and on-device AI stack.

Next.js Supabase Docker Compose Caddy LiveKit Whisper Qdrant MCP Kotlin Jetpack Compose Tauri React TypeScript Rust Android Security Monitoring

AI Automation Engineer

PICHE, LTD

Aug 2025 - Apr 2026 (8 months)

Audited business functions and built automation systems including a custom ATS, LegalTech document generation, and a webhook-driven operations app. Managed infrastructure with Docker, n8n, and monitoring.