Trade memo · Rates

December FOMC trade memo

Bets against a 90% consensus that the Fed hikes in December.

Paper trade · October 2026

Thesis
The market prices about a 10% chance the Fed holds on 9 December. I put it nearer 30%.
Method
A 95.875 / 96.00 bull call spread on December SOFR futures options, sized so the most I can lose is $750.
Tech
Scenario pricing and expected value, built from market-implied odds and live futures prices.
Result
Paper trade open. The post-mortem goes up after the 9 December decision.

Pricing model · Commodities

Pricing coffee derivatives

Prices one coffee option three ways, then designs a structured note around it.

Citi Markets Quant job simulation (Forage) · July 2026

Thesis
A six-month coffee call needs a fair price, and the desk needs to know its risk after selling it.
Method
Cost of carry, then Black-76, then a 500,000-path Monte Carlo; a coffee-linked note; a desk risk review.
Tech
Python: NumPy, SciPy and pandas.
Result
Black-76 and Monte Carlo agree to within 0.02%. The note is solved at 40.9% participation.

Backtest · FX

Liquidity-sweep backtest

Tests whether false breakouts of recent highs and lows reverse often enough to trade.

EURUSD daily data, 2021–2024

Thesis
Do false breakouts of recent highs and lows reverse often enough to trade?
Method
A 96-combination grid search, tuned on two years of data and then tested blind on a third.
Tech
Python and pandas, ATR-based position sizing, and a Sharpe decay test for overfitting.
Result
Weak on daily data. The write-up explains why and sets out a better test.