Fraud Specialist × AI/Automation Engineer × Crypto Enthusiast

I build pragmatic tools at the intersection of fraud/AML, risk analytics, crypto markets, and LLM-powered automation. My background combines an M.S. in Finance (focus: fraud management) with hands‑on Python/TypeScript engineering—scrapers, agents, dashboards, and market/data pipelines that solve real problems.

• MCP tools & agents – Model Context Protocol servers that plug on‑chain/off‑chain sources straight into LLM workflows (jobs, markets, risk intel).
• Crypto market automation – Playwright + headless pipelines for capturing charts/heatmaps, scanning signals, and delivering alerts (e.g., Telegram bots).
• Developer experience – Small but punchy OSS utilities (MkDocs plugins, templates) that speed up docs, prototyping, and data exploration.

Crypto focus: liquidation heatmaps, signal scanners, and market data pipelines.

• mcp-stepstone – StepStone job search via MCP. Reliable scraping with Playwright, structured JSON output, easy drop‑in for agents.
• mcp-liquidation-map – Capture and encode crypto liquidation heatmaps (Playwright), optimized for agent workflows.
• telegram-liquidation-maps – End‑to‑end pipeline to fetch, process, and deliver liquidation heatmaps to Telegram.
• crypto-signal-scanner – Detects TD9, Elliott, MACD/RSI signals; sends annotated alerts.
• mkdocs_quiz_plugin & mkdocs-bootstrap-elements-plugin – Handy MkDocs plugins for interactive docs and Bootstrap components.
• breakoutpropterminal – Electron‑based trading terminal prototype.

Tip: check my ⭐️ Stars tab for the agent frameworks I’m exploring (Agent‑Zero, Suna, and more).

Languages: Python, TypeScript/JavaScript, SQL Data/ML: Pandas, NumPy Automation: Playwright, Docker, GitHub Actions LLMs/Agents: Anthropic Claude (Sonnet/Haiku), OpenRouter, AWS Bedrock, MCP Crypto/Markets: ccxt, exchange/websocket APIs, on‑chain data (Etherscan/Dune), TA indicators Docs: MkDocs (+ Material), custom plugins

• Fraud prevention & transaction monitoring
• AML, compliance, and risk management
• Forensic data analysis, pattern detection, behavior trends
• Crypto markets & derivatives, technical analysis, exchange integrations, alerting/automation

• Fraud Specialist @ TARGO (Germany) — optimized internal review flows and knowledge bases; collaborate daily with legal on edge cases.
• Crypto builder: market tooling, bots, and research—hands-on with exchange APIs and on‑chain data.
• Previously: chargeback & large‑volume case handling; team onboarding/coaching.
• Education: M.S. Finance (Fraud Management focus); B.S. MIS + Business Analytics.
• Languages: 🇩🇪 German, 🇺🇸 English (bilingual)

• Interested in fraud‑tech, risk analytics, LLM agents, or crypto market tooling (signals, liquidations, bots)? I’m open to collabs and contributions.

If you like something here, a ⭐️ goes a long way. I’m happy to review PRs or discuss ideas in issues.