Case Studies

Real trade-offs. Real execution. Real outcomes. Deconstructing how I navigate ambiguity to ship Enterprise AI and B2B SaaS.

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AI Governance Product Strategy

Ascend AI Labs

AI Governance Product Strategy

Led GTM planning and positioning for three AI governance products from zero to launch ready.

$8M addressable market

Product Manager · 4 months

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F1 Liberty Media AI Strategy

F1 / Liberty Media

F1 Liberty Media AI Strategy

25 platforms analyzed

Project · Engagement

Ford India Market Entry Analysis

Ford

Ford India Market Entry Analysis

Analyzed a $238B market

Project · Project

More Projects

AI Adoption Readiness Index (AARI)

Product Manager · Completed

0 to 100 maturity score across 5 pillars

Maturity Framework Scoring Model

GlobalTech L&D Optimization

Project · Project

5 to 8 point completion lift identified

Tableau Dashboard Risk Model

GDP vs Life Expectancy Analysis

Project · Project

6 country dataset analyzed

Regression Report Dataset

World University Rankings Analysis

Project · Project

53.2% score variation explained

Statistical Model ANOVA Report

Chile Tourism Regional Index

Project · Project

Regional prioritization framework built

TRI Scoring Model Dashboard

BioScan Financial Investment Analysis

Project · Project

NPV $1.78M, IRR 12.92%

Financial Model Investment Memo