Marcus spent 7 years as an equity derivatives analyst at Goldman Sachs, where he built the P&L automation macros still used across the equities reporting team today. His workflow cut month-end close time from 4 hours to under 20 minutes for a 12-fund portfolio. He teaches the exact macros that run on Goldman desks — not textbook examples.