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David S. Wood

David Sargent Wood, Ph.D., is Co-Chief Investment Officer and Chief Quantitative Strategist, Senior Managing Director at Nuveen Brooklyn, where he leads portfolio technology development and runs the portfolio management team, including the firm's day-to-day systematic investment processes. Before Nuveen's 2025... more

Positions

Education

  1. The wrong scarcity
  2. Sold twice: a life kept in working order
  3. Fatal strategies: the half-life of fortune and the gradient of complexity
  4. zzHELP: a dispatch from inside the swarm
  5. Should you buy a home with a box spread?
  6. Bull herding and bullshitting: why judgment matters more than intelligence, models, or machines
  7. The financial clinic: interaction engineering in financial services
  8. LLM internals specimen sheet
  9. The Bauhütte Standard: reality before loyalty
  10. Co-Brain: l’approche de la mer, and why AGI may never emerge from LLMs
  11. Deep persuasion: grokking, storehouse, and weights
  12. Hiring against the room
  13. Bend the chimney; move the firewood
  14. Worse is better and the right thing
  15. Good companies and good-looking companies: lost dimensions of work
  16. Cognitive resignation: LLM and the hollowing of expertise
  17. How much customization should a financial platform offer?
  18. Markov processes and Kolmogorov equations
  19. Reflections on financial advisory and portfolio management
  20. Understanding long and short margin mechanics
  21. Deep learning at scale: lesson from experiments from Perlmutter
  22. Scalable GPU programming for exascale: multi-node and multi-GPU strategies
  23. From bricolage to engineering: regularizing complexity
  24. Bayesian deep learning: uncertainty, inductive bias, and modern theory
  25. Selling modern financial products: comparing SMAs, SaaS, and asset management
  26. From physical toil to cognitive burnout: modern labor and the ethics of software design
  27. Internal states, external worlds: concurrency, consensus, and sociotechnical challenges in computing
  28. Engineering speak: prolegomena to ideal technical discourses
  29. Self-healing computation: building resilient financial computational services
  30. Cognitive mirror: how LLMs compress language and challenge our sense of self
  31. Basis trade and treasury deleveraging
  32. The Triffin dilemma and the exorbitant privilege
  33. Client-side connection pool management
  34. Zoo keeping: dynamic assembling based on subclass attributes
  35. Go getters: a monadic way
  36. Take a walk on the functional side: yes, we need monads
  37. Working with distributed workers
  38. Cooperative concurrency with FastAPI: it's the generators, stupid
  39. Wrapping around wrappers: primer on decorators
  40. Simple SSL-based encryption

Research Statement

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

Projects