Ilia Shalkin
AI Solution Architect · Prague, Czech Republic
Published neuroscience researcher turned AI architect. From fMRI data to multi-agent systems — solving ambiguous problems end-to-end without micromanagement.
Projects
Enterprise AI PoCs — End-to-end prototype development: document processing, decision support, multi-agent systems. Streamlit, LangChain, RAG, GCP Vertex AI.
MANOE — Scalable multi-agent narrative engine with vector memory. Python, TypeScript, Redis, Qdrant, Docker.
StoryWalker AI — Privacy-first adaptive tour guide with multimodal processing. React 19, Google Gemini, Maps Platform, ElevenLabs.
MultiMax Malta — Independent operational audit and digital transformation. Migrated finance to Dext+QuickBooks (90% error reduction).
Dried Mango Market — Market entry strategy for EU (7,000+ tons/yr). Risk-adjusted ROI across 5 scenarios.
Cognitive Superiority — Early predecessor to OpenClaw. Autonomous personal AI agent. RAG, Supabase, LLM-as-a-Judge.
Skills
Multi-Agent Orchestration, RAG, Context Engineering, Python, TypeScript, SQL, Docker, GCP, LangChain, LangGraph, OpenAI / Gemini / Claude API, Hugging Face, Langfuse, Qdrant, Supabase, n8n, Redis
Experience
AI Engineer — Accenture, Prague (2026–Present)
Lead Market Analyst — Agri-Export Initiative, Remote (Nov 2025–Present)
Automation & Management Consultant — Independent (MultiMax Malta) (Oct 2025)
Front Office Manager — NYX Hotel Prague, Leonardo Hotels (Apr 2023–Jan 2026)
Research Analyst — National Institute of Mental Health, Klecany (2022)
Education
M.Sc. Physiology (Neuroscience) — Charles University (scholarship)
B.Sc. Biology — Charles University (Bachelor Plus)
Publication: Brain Research (2025) — Infra-slow frequency oscillations propagating through multiple organs
Cert: Consumer Neuroscience & Neuromarketing — Copenhagen Business School
Contact
Languages: English C1, Czech C1, Russian Native
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