Sarah was a quantitative risk analyst on JPMorgan's fixed income desk for 5 years, responsible for daily VaR calculations across a $2B derivatives book. She built the team's Excel-based historical simulation model still used as a quick sanity check alongside the firm's enterprise risk systems. She now teaches the risk desk methods most analytics courses never cover.