Strategy & Analytics Professional → AI Consulting | Frankfurt 🇩🇪
I have 10+ years of experience in strategic analysis, investment, and cross-functional project leadership across Russia and Europe — at KPMG, GP Bullhound, WeWork, Bob W, and Numa Group. I'm passionate about how AI can change the modern workplace and streamline operations, and I'm now building that bridge between deep business experience and applied AI.
I don't come from engineering. I come from the business side — and I think that's the point.
Most AI tools fail not because of the technology, but because they're built without understanding the operational context they're supposed to fix. My focus is on applied AI that solves real workflow problems: automating manual research, generating structured intelligence, and supporting decisions that currently require hours of human effort.
- AI as a business tool, not a technical exercise — the measure of success is whether it saves time and improves decisions, not whether the architecture is impressive
- Grounding outputs in real context — generic AI is noise; useful AI is grounded in the specific knowledge, voice, and constraints of the business it serves
- Bridging strategy and implementation — having led analytical teams and advised C-level stakeholders, I understand what decision-makers actually need from a tool
- Practical, not perfect — working systems that solve the problem today beat elegant solutions that arrive too late
| Project | What it does | Stack | Live |
|---|---|---|---|
| InsurVoice AI | AI voice agent for insurance customer service. Tina — a lip-synced avatar — handles inbound queries via a 7-agent Claude pipeline: live STT (Deepgram), Dual RAG over 87 FAQs + real policy PDFs (Supabase pgvector), CRM lookup, and natural TTS (ElevenLabs). Escalations auto-trigger an n8n workflow — Slack alert, agent briefing email, Google Sheets log. Evaluated: 86.7% routing accuracy · 4.3s avg response · 100% compliance rate. EU AI Act Art. 52 + GDPR compliant by design. | Claude · LangGraph · Deepgram · ElevenLabs · Supabase · n8n · Render EU | ▶ Demo · Repo |
| A&R Artist Intelligence Agent | Autonomous artist research & signing recommendation system for independent digital music distribution. Pulls data from Spotify, Last.fm, YouTube, NewsAPI and a Pinecone roster database — scores artists 0–100 and returns SIGN / WATCH / PASS with a full 9-section report. Sends Slack alerts and logs all decisions to Google Sheets via n8n. | LangChain · LangGraph · Claude · Pinecone · FastAPI · n8n · Render | ▶ Demo · Repo |
| Pricehunt | Autonomous LangGraph voucher-hunting agent. Searches for discount codes across multiple sources in parallel, scores by confidence using heuristics, reflects on its own output, and retries if needed. Full chat loop for refining results. | LangGraph · Claude · MCP · Tavily · FastAPI · Render | ▶ Demo · Repo |
| Artist & Industry Intelligence Report Generator | AI-powered monthly market intelligence report engine for the world's largest independent music distributor. Input period and markets → structured internal report covering streaming trends, platform updates, competitor moves, and opportunities for DE, UK, and FR. | Claude · RAG · FastAPI | Repo |
| Project | What it does | Stack | Docs |
|---|---|---|---|
| ContractOS | AI consulting engagement for Oracle Game Studio (900 people, 5 countries). Designed a 5-agent LangGraph system for contract and payroll intelligence: contract extraction, invoice validation, overlap detection, compliance flagging (RED/AMBER/GREEN across 5 jurisdictions), and cost categorisation. LangSmith monitoring live. Full EU AI Act + GDPR compliance package including 3 LIAs. | LangGraph · Claude · LangSmith · Python | Repo |
| Pan-European Aparthotel AI Strategy | AI strategy and analytics project for a pan-European aparthotel CEO. LangChain agent on 119,388 real booking records — generates data-driven insights across 3 use cases: dynamic pricing, cancellation prediction (groups cancel at 61.1%), and guest automation. PowerBI dashboard + n8n retention workflow + LLM-as-judge evaluation (4.6/5 average). | LangChain · Claude · Pandas · Tableau · n8n | Repo |
| Project | What it does | Stack |
|---|---|---|
| RETAIN AND GAIN — Capstone Project | CLV modeling and discount incrementality analysis on e-commerce transaction data. Combines probabilistic buy-till-you-die models (BG-NBD, Pareto/NBD, MBG-NBD + Gamma-Gamma), causal lift estimation via difference-in-differences, and unsupervised customer segmentation. Tableau dashboards for finance and marketing decision support. | Python · SQL · Tableau · Scikit-learn |
| Project | What it does | Stack |
|---|---|---|
| AI Podcast Studio | Automated podcast generator — turn any PDF, URL, or text into a two-speaker MP3 podcast in under 60 seconds. GPT-4o for script generation, OpenAI TTS for audio. | GPT-4o · OpenAI TTS · Gradio |
| MeetingMind | AI-powered meeting transcription using OpenAI Whisper. Converts audio to text with timestamps and chunking for long recordings. | Whisper · Python |
| DocInsight | Document Q&A via RAG pipeline. Ask questions across multiple PDFs simultaneously — answers grounded exclusively in your knowledge base. | OpenAI · RAG · Python |
AI & agents: LangChain LangGraph Claude OpenAI Deepgram ElevenLabs Pinecone Supabase pgvector RAG MCP
Deployment & automation: FastAPI Flask SocketIO Gradio n8n Render Gunicorn
Data & analytics: Python SQL PostgreSQL Tableau Pandas NumPy Scikit-learn Seaborn Matplotlib SQLAlchemy Jupyter Git LangSmith
Finance & strategy tools: Advanced Excel Bloomberg Terminal Capital IQ Pitchbook
Languages: Russian (native) · English (full professional) · German (C2)
- AI Consulting & Integration Bootcamp — Ironhack, Berlin (Apr–Jun 2026)
- Data Analytics Bootcamp — Spiced Academy by Neue Fische, Berlin (2025)
- Machine Learning Specialisation — Stanford University & DeepLearning.AI (2024–2025)
- McKinsey Forward Program — McKinsey.org (2024)
- PhD in Economics — Plekhanov Russian University of Economics (2015–2020)
- MBA in International Management, Distinction — ESCP Europe, Turin–Berlin–Paris (2017–2018)
- MSc Investments, Merit — University of Birmingham, UK (2012–2013)
- BSc Business Analytics, Distinction — Plekhanov Russian University of Economics (2006–2011)
