I spent 5 years bringing Google Fiber to profitability. Now I'm building interactive models to leverage the full power of AI and help others. From automated financial reporting and forecasting to energy price arbitrage and storage economics.
Explore interactive models. Adjust assumptions, run scenarios, see real-time results.
Can electric bus batteries generate revenue through energy trading? This model analyzes pilot programs in German cities (Hamburg, Cologne, Berlin, Munich) with Monte Carlo simulation, complete financial statements, and investor return scenarios.
Build financial projections for subscription businesses (full three financial statements). Model CAC, churn, investor returns, and the path to profitability with real-time unit economics.
A merchant portfolio model for a payments company across SaaS, E-Commerce, and Platform segments. Built so it can be refreshed every month with new actuals in one click — the dashboard is wired live to a Google Sheet, so the model and the view always stay in sync.
I'm an economist by training who spent a decade scaling technology companies. Most recently, I led planning and forecasting at Google Fiber, where I managed a multibillion dollar P&L and helped drive the business to EBITDA profitability — growing from 400k to 1M+ subscribers.
Now I'm shifting my focus to AI driven modelling. Because let’s face it: models that I wrote to raise capital 5 or 10 years ago, can now be built much quicker with the use of AI bots.
I’m sharing some of my private work here. For those starting out in tech or needing inspiration. Please reach out if you have feedback, questions or are interested in collaborations.
Just out: an automated reporting & forecasting model with integrated data pipeline — one click and the model updates to the latest month.
Currently, I’m researching and experimenting with energy market models and use cases with a friend who builds wind parks. Check out the interactive V2G dashboard!
Both utilities and ISPs require heavy upfront investment (fiber networks or power plants), then monetize through monthly subscriptions. The economic fundamentals are nearly identical.
At Google Fiber, I led planning and forecasting. In energy, forecasting is the business— balancing supply and demand to avoid imbalance penalties. The technical skills transfer directly.
I started my career in ESG investments at KfW (German Development Bank). The Energiewende combines a lot of goals I care about: reducing dependence on fossil fuel autocracies, protecting vulnerable communities from pollution, and mitigating climate change.
Sciences Po Paris & HSG - M.A. Finance & Strategy and International Affairs (2015)
Wharton School (UPenn) - Exchange program, full scholarship (2010-2011)
Sciences Po Paris - B.A. Politics & Economics (2011)