Start with where
you are today.

Understand the user, simplify workflows, and create polished interfaces that make the product easy to use.

Build and deploy frontend and backend features using AI coding tools and reusable skills, with proper testing and verification.

Create Twitter content, product demos and potentially AI-generated videos for Instagram.

Track acquisition, signups, trials and paid subscriptions, identify drop-offs, and improve conversion and retention.

Improve onboarding, investigate customer issues and turn feedback into product improvements.

Collect and clean market data, maintain databases, and check data quality and freshness.

Build and improve a reproducible backtesting engine, including realistic execution and cost assumptions.

Implement strategy ideas and assess results through robustness testing, Monte Carlo simulations and correlation analysis.

Verify that expected daily trades match actual orders and positions, investigate discrepancies and escalate exceptions. Investment decisions and trading authority remain separately defined.

Prepare monthly factsheets, strategy one-pagers and accurate website descriptions, checking the figures and explanations against their sources.