Austin, TX · Finance + Spirituality

Marketsmove.Meaningmovesmarkets.

Weekly letters on money and meaning, written from thirteen years inside the industry. For people who want their portfolio and their life to add up in the same direction.

Shish Mukherjee

My Thesis

Good investors understand markets. Great ones understand themselves.

Behind every financial decision is a human one. I write about what happens when you stop ignoring that.

More about me

Portfolio

Thirteen years of the work behind this.

2016 — Present

Director of AI & Data Science, Treasury

Charles Schwab

Built the Product Intelligence Tool and a GCP-native Treasury data platform that cut manual reporting by ~70%. Shipped an ML insights engine for securities lending (patent pending).

2014 — 2016

Vice President, Treasury & Risk Analytics

Northern Trust

Owned the statistical models behind balance sheet forecasting and stress testing. Earned the Chairman's Award for work that shaped firm-wide planning.

2020 — 2022

Board Advisor, Data Science

SkyGeni (stealth)

Advised an early-stage startup on ML architecture and go-to-market through its first two years.

2013 — 2014

Associate, Advisory

KPMG

Built predictive models and financial analysis for Fortune 500 clients. Won the Encore Award of Excellence for client work.

Education

Where I picked up the tools.

2023

Advanced LEAD Program

Harvard Business School

  • Executive leadership training. Same program senior Schwab leaders come through.

2018

Financial Markets, with Honors

Yale University

  • How markets and instruments actually work, under the hood.

2010 — 2013

M.S. Applied Economics (PhD coursework complete)

University of Illinois at Urbana-Champaign

  • Econometrics and machine learning.
  • Published: 'Benefits of Pollution Monitoring Technology for Greenhouse Gas Offset Markets', Economics Bulletin (2012).

The Letter

Letters, every Sunday.

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