Advance through first principles.
Practical thinking, advisory support, and independent projects for people and organizations making high stakes decisions about education, careers, finance, and growth.
A note
Meaningful progress begins by returning to what matters most.
What are you trying to move forward?
Advisory support shaped to two distinct contexts: individuals navigating education and career decisions, and companies navigating growth and finance.
Education and career strategy.
MBA Strategy
Clarify your story, choose the right schools, strengthen your essays, and prepare for interviews with a sharper application strategy.
Consulting Recruiting
Prepare for applications, networking, case interviews, behavioral interviews, and the transition into firms like McKinsey, BCG, and Bain.
Finance and CFA
Build stronger finance fundamentals, prepare for CFA topics, and understand investing, valuation, and capital allocation with more clarity.
Growth and finance strategy.
Growth Strategy
Market analysis, customer segmentation, competitive positioning, business model design, and growth opportunity assessment.
Finance Strategy
Financial planning, forecasting, unit economics, capital allocation, and fractional CFO support for early and growth stage companies.
Articles and videos for clearer decisions.
Explore practical ideas on business, careers, finance, strategy, personal growth, and economic empowerment. The goal is to make complex ideas easier to understand, apply, and act on.

A Guide to Understanding Your Customer
Customers are the lifeblood of any business. A primer on segmentation, value perception, and behavioral drivers to truly know who you serve.
Read Article
Navigating the Marketplace: A Strategic Guide to Industry Analysis
Frameworks and tools to assess your market. Porter's Five Forces, market structures, and how to position your business in a competitive landscape.
Read Article
The Invisible Threads That Connect Businesses
Explore the intricate web of interactions and the critical players in the value chain that bring exceptional products and services to our doorstep.
Read ArticleAn evolving portfolio of independent work.
Projects are independent experiments, tools, and initiatives that extend the mission of Advance Fundamentals beyond advisory services.
First Principles Library
A growing library of essays and frameworks distilling complex ideas into clearer mental models.
Financial Sustainability Workbook
A long form workbook on building financial discipline, sustainability, and clarity across life stages.
Careers and Decision Making Series
A multi part exploration of how people make consequential career decisions with intention.
Impact and Systems Notes
Ongoing research and writing on social impact, education systems, and durable structural change.

Grounded in clear thinking and human understanding.
My work sits at the intersection of strategy, finance, education, and economic empowerment. I help people and organizations return to first principles, clarify what matters, and translate insight into action.
Advance Fundamentals is shaped by my experience as an Associate at McKinsey & Company, a Berkeley Haas MBA, and a CFA Charterholder, with work spanning finance, consulting, entrepreneurship, venture philanthropy, and impact investing.
Not sure where to start?
Book a call and I can help identify whether MBA strategy, consulting preparation, finance support, or company advisory is the best fit.

