Dmytro Kiienko

I design and engineer autonomous, fault-tolerant AI systems, state-based multi-agent graphs, and scalable media automation infrastructure that turn complex workflows into self-operating production lines.

As an AI Solutions Architect, I bridge the gap between advanced neural networks and hands-on production systems, specializing in custom B2B autonomous agents and high-throughput content automation architectures.

What I Build & Deliver:

• End-to-End Media Pipelines (YouTube Automation Factories): I design 11-step autonomous video generation systems using a proprietary Media AI framework. By integrating FLUX LoRA, OpenAI TTS, Whisper, and FFmpeg, these pipelines completely automate competitor analysis, data-driven scriptwriting, voiceovers, dynamic subtitle generation, and multi-channel synchronization.

• Multi-Agent Systems & B2B Automation: I engineer resilient, state-based orchestration graphs using LangGraph and Finite State Machine (FSM) frameworks to automate Tier-1 customer support, lead qualifying, and secure cross-platform communication layers.

• Robust Integrations & Cloud Infrastructure: I build custom backend applications and reliable API integrations with internal data layers and external CRM systems via secure webhooks, ensuring production-grade stability under heavy loads.

Technical Stack:

• AI & Agentic Workflows: LangGraph, LangChain, OpenAI API, Anthropic, Multi-Agent Systems, Prompt Engineering.

• Backend & Automation: Python, FastAPI, Streamlit, Automated Workflows, Workflow Automation, API Integration, FFmpeg.

• Cloud, Data & DevOps: Docker, Docker Compose, SQLite, PostgreSQL, Hetzner, Nginx.

Whether you need to replace manual operations with state-of-the-art AI agents or scale automated digital media systems from the ground up, I engineer the production-grade architecture to make it happen. Let’s connect and automate your business workflows.