From evidence to conviction.
Twenty years at the core of systematic investing. I bring deep command of the quant process, from signal to trade, and lead the platforms, analytics and data behind it, so research moves faster and decisions carry more rigor.
A career built by moving closer to the investment problem.
From corporate actions at Brown Brothers Harriman to fifteen years at Acadian, rising from data analyst to Vice President, and now Director at Fidelity, leading the Quant Research Platform.
The whole investment workflow, seen from the inside.
Data, research, forecasting, backtesting, optimization, risk, trading and performance. Eight stages, one system, the data stack that runs underneath all of them, and nine projects built and led on it.
Prototypes to run, ideas to test.
A factor explorer, a portfolio data graph and a research copilot that run in the browser, plus short notes on economics, philosophy and technology and projects with code.
Questions from outside the day job.
Worked through with the same habits: get the rules right, show the arithmetic, let the numbers move. First up, a Dhaka FAR calculator under the amended DAP 2022–35 and the Building Rules 2025.
Every system ends in a decision.
More interested in exchanging ideas than collecting connections. If you work on investment research, data, portfolio systems or AI, or simply have an interesting problem, let's talk.