David Berman

Strategy meets Intelligence

Building |

About

I operate at the intersection of strategic consulting and artificial intelligence—a rare combination that transforms how businesses create value.

As Team Lead in Bain & Company's Advanced Analytics and Private Equity Group, I bridge the gap between boardroom strategy and cutting-edge AI implementation. My work has shaped a global GenAI platform serving 250+ clients, while advising on 20+ deals each exceeding $1 billion.

My background—economics from UChicago, an MBA from Booth earned while working full-time, and 2nd place at the New Venture Challenge as CTO of an AI veterinary startup—reflects a consistent thread: using analytical rigor and emerging technology to drive real-world impact.

0+
Clients Served
Using the GenAI platform built at Bain
$0B+
Deals Advised
In PE due diligence and value creation
0nd
New Venture Challenge
As CTO of Herriot, AI for veterinarians
0+
Modules Built
Production AI tools automating analysis

Experience

Team Lead / Expert Consultant

Bain & Company

Apr 2023 – Present

New York, NY

Advanced Analytics Group & Private Equity Group

  • Product owner of global GenAI platform serving 250+ clients
  • Lead teams of consultants, data scientists, and engineers
  • Advised automation platform on becoming a leader in Agentic AI
  • Built full-stack platform: Svelte frontend, Python backend, Azure cloud
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MBA

Chicago Booth School of Business

Sep 2021 – Jun 2024

Chicago, IL

Evening program while working full-time at Bain

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Senior Associate

Bain & Company

Jul 2021 – Mar 2023

Chicago, IL

Advanced Analytics Group & Private Equity Group

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Global Financial Analysis Consultant

Belmont Trading

Jun 2020 – Jun 2021

Chicago, IL

Global commodities trading company

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Economic Programme Management Affiliate

United Nations Environment Programme

Aug 2019 – Apr 2020

Nairobi, Kenya

International environmental policy

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BA in Economics

University of Chicago

Sep 2015 – Dec 2018

Chicago, IL

NCAA Division III Student Athlete

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Featured Projects

Building products at the intersection of AI and business strategy—from enterprise platforms to venture-backed startups.

🤖

Bain GenAI Platform

Enterprise AI Automation

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Bain GenAI Platform

Product owner of a global software platform leveraging Generative AI and Python to automate analysis for Bain clients. Built the initial full-stack foundation including Svelte frontend, Python backend, and Azure cloud storage. Now features 25+ production modules.

250+
Clients Served
25+
Modules Built
<1 Year
Time to Launch
150+
Deals/Week
PythonSvelteAzureGenAILLMs
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🐾

Herriot

AI for Veterinary Decision Support

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Herriot

Co-founded and served as CTO of Herriot, building AI-powered decision support tools for veterinarians. Competed in the prestigious Chicago Booth New Venture Challenge, achieving 2nd place among top MBA startups.

2nd
NVC Placement
CTO
Role
Vet AI
Focus
Startup
Stage
AI/MLHealthcareProductFull-Stack
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Where I Operate

The intersection of strategy, AI, and finance—hover or tap on each area to explore.

Strategy
AI & Tech
Finance & PE
DB
🎯

Hover or tap on a circle to explore each domain