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My research operates at the intersection of high-dimensional financial time series, modern applied mathematics, and computational physics. I’ve always gravitated toward non-parametric, structure-seeking techniques—drawing on geometry, spectral methods, and ideas inspired by quantum field theory and statistical mechanics. I view... more

Bio

David Sargent Wood Ph.D., is the Co-Chief Investment Officer, Senior Managing Director at Nuveen Brooklyn. He leads the development of cutting-edge financial technology systems while managing the portfolio management team and overseeing day-to-day systematic investment management processes. Prior to Brooklyn’s… more

Research

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Education

Blog

  1. Cognitive resignation: the hallowing of expertise
  2. How much customization should a financial platform offer?
  3. Markov processes and Kolmogorov equations
  4. Reflections on financial advisory and portfolio management
  5. Understanding long and short margin mechanics
  6. Deep learning at scale: lesson from experiments from Perlmutter
  7. Scalable GPU programming for exascale: multi-node and multi-GPU strategies
  8. From bricolage to engineering: regularizing complexity
  9. Selling modern financial products: comparing SMAs, SaaS, and asset management
  10. From physical toil to cognitive burnout: modern labor and the ethics of software design
  11. Internal states, external worlds: concurrency, consensus, and sociotechnical challenges in computing
  12. Engineering speak: prolegomena to ideal technical discourses
  13. Self-healing computation: building resilient financial computational services
  14. Cognitive mirror: how LLMs compress language and challenge our sense of self
  15. Basis trade and treasury deleveraging
  16. The Triffin dilemma and the exorbitant privilege
  17. Client-side connection pool management
  18. Zoo keeping: dynamic assembling based on subclass attributes
  19. Go getters: a monadic way
  20. Take a walk on the functional side: yes, we need monads
  21. Working with distributed workers
  22. Cooperative concurrency with FastAPI: it's the generators, stupid
  23. Wrapping around wrappers: a primer on Python decorators
  24. Simple SSL-based encryption