Building Structured Financial Models from Chaos
Ankita Ghosh Ankita Ghosh

Building Structured Financial Models from Chaos

In this episode, expect to learn:

  • A distinction between those who use spreadsheets casually and those who build models as a core discipline. He emphasizes the importance of creating models that are understandable and usable by others, akin to the difference between a sketch artist and an architect.

  • Intellectual curiosity, an almost obsessive desire to solve problems, and the ability to bring structure out of chaos are highlighted as key traits for successful financial modelers. Brian stresses that these traits are more critical than technical skills alone.

  • One of the profound insights shared is the importance of simplifying complex problems. Brian believes that the true measure of a modeler’s intellect is their ability to present complex ideas in a straightforward and understandable manner.

  • Financial modeling is described as a deeply creative exercise. Brian compares it to art, where each model reflects the modeler’s thought process and experiences, much like an artist’s painting.

  • Brian shares his experience transitioning from being a modeler to managing a team. He discusses the challenges of letting go and empowering others, and the iterative learning process involved in both building and reviewing models.

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Discovering New Dimensions In Accounting
Ankita Ghosh Ankita Ghosh

Discovering New Dimensions In Accounting

Welcome to a special episode of our podcast! Today, we're thrilled to bring you an exciting Podswap. Stay tuned for an engaging conversation you won't want to miss. Here are the show notes from our previous episodes.


Prepare to be captivated as hosts Paul Barnhurst and Glenn Hopper welcome Sasha Orloff, CEO of Puzzle, to uncover the technological advancements reshaping the world of finance and accounting. In this eye-opening episode, you'll discover:

- How generative AI is seamlessly integrating into everyday software, automating tasks and delivering data-driven insights.

- The rise of "AI agents" in 2024 - advanced systems designed to autonomously process complex problems and provide tailored solutions.

- Sasha's visionary project, Puzzle, modernizing accounting software with real-time, flexible financial data processing.

- The transformative potential of blockchain technology to enhance transparency and traceability of financial transactions.

- The future of finance reimagined through AI and predictive analytics, empowering more precise forecasting and strategic decision-making.

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Secrets to Building Error-Free Financial Models
Ankita Ghosh Ankita Ghosh

Secrets to Building Error-Free Financial Models

In this episode, expect to learn:

  • Use dynamic arrays to reduce the number of formulas and potential error points. Clearly separate inputs, calculations, and outputs into distinct sheets. This enhances clarity and ease of use.

  • Ensure uniform column and row structures across sheets. This consistency minimizes errors and simplifies formula management, making models easier to audit and understand.

  • Mixing traditional Excel formulas with dynamic arrays reduces the benefits. A complete commitment ensures better performance and error reduction.

  • Using graphs and charts helps quickly identify trends and anomalies, making it easier to ensure realistic assumptions and accurate models.

  • Establishes a solid foundation, ensuring you learn best practices early on, which prevents the development of bad habits and enhances overall modeling skills.

  • Implementing dynamic arrays can drastically reduce the file size and complexity of models, making them more efficient and manageable.

  • Issues like mixed calculations and unrealistic assumptions emphasize the importance of thorough checks and realistic inputs in financial modeling.

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Golden Rules to Prevent Excel Disasters in Financial Modeling
Ankita Ghosh Ankita Ghosh

Golden Rules to Prevent Excel Disasters in Financial Modeling

In this episode, expect to learn:

  • Organize workbooks with clear, logical structures. Separate inputs, calculations, and outputs into distinct sheets. Use consistent naming conventions and separator sheets to enhance clarity and ease of use.

  • Maintaining a consistent design throughout the workbook. Use uniform column and row structures across sheets. Consistency minimizes errors and simplifies formula management, making models easier to audit and understand.

  • Formal training in financial modeling is crucial. It establishes a solid foundation, ensuring you learn best practices early on, which prevents the development of bad habits and enhances overall modeling skills.

  • Real-life horror stories highlight common errors, such as improper data copying and pasting. Ensuring consistent data formats and understanding the intricacies of your calculations are essential to avoid costly mistakes.

  • Use Macros for repetitive tasks like generating output sheets, not for complex calculations. They help automate processes and reduce manual errors but should be applied judiciously to maintain model integrity.

  • Implement data validation to restrict inputs. This minimizes user errors by ensuring only valid data entries are made, such as positive numbers or specific date ranges, enhancing the reliability of your models.

  • Regularly test models to ensure accuracy. Use master check sheets to consolidate checks and quickly identify errors. This proactive approach helps maintain the model’s integrity and reliability over time.

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Unlocking Financial Model Secrets and Advanced Techniques
Ankita Ghosh Ankita Ghosh

Unlocking Financial Model Secrets and Advanced Techniques

In this episode, expect to learn:

  • An early career encounter with a poorly designed financial model, filled with hard-coded numbers, underscores the necessity for creating flexible and dynamic financial models that can adapt to changing business needs.

  • The discussion highlights the critical need to avoid hardcoded data and external links in financial models, which can lead to rigidity and errors.

  • Insights from the financial modeling newsletter and courses show a wide range of professionals benefiting, from newcomers to seasoned directors. This variety demonstrates the widespread need for improved modeling skills.

  • The discussion focuses on the importance of transforming data into actionable insights. It's stressed that without the ability to analyze and interpret data effectively, its value is minimal.

  • The conversation sheds light on techniques for deriving actionable insights from complex data, crucial for any financial modeler. It also discusses the value of formal certifications like the Advanced Financial Modeler Certification as tools for professional development and skill validation.

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Financial Modeling Techniques for Global FP&A Success
Ankita Ghosh Ankita Ghosh

Financial Modeling Techniques for Global FP&A Success

In this episode, expect to learn:

  • An early career encounter with a poorly designed financial model, filled with hard-coded numbers, underscores the necessity for creating flexible and dynamic financial models that can adapt to changing business needs.

  • The discussion highlights the critical need to avoid hardcoded data and external links in financial models, which can lead to rigidity and errors.

  • Insights from the financial modeling newsletter and courses show a wide range of professionals benefiting, from newcomers to seasoned directors. This variety demonstrates the widespread need for improved modeling skills.

  • The discussion focuses on the importance of transforming data into actionable insights. It's stressed that without the ability to analyze and interpret data effectively, its value is minimal.

  • The conversation sheds light on techniques for deriving actionable insights from complex data, crucial for any financial modeler. It also discusses the value of formal certifications like the Advanced Financial Modeler Certification as tools for professional development and skill validation.

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Embracing Skepticism To Enhance Financial Modeling Techniques
Ankita Ghosh Ankita Ghosh

Embracing Skepticism To Enhance Financial Modeling Techniques

In this episode, expect to learn:

  • An unconventional entry into investment banking at 43, highlighting how the background in education enriches the approach to financial analysis and modeling, emphasizing the crossover skills between teaching and financial analysis.

  • This highlights how teaching skills are transferable and beneficial in the financial analysis and modeling sectors.

  • An anecdote about a significant error in a financial model, which failed to detect a $29 billion discrepancy, underscoring the critical importance of rigorous validation and diagnostic checks in financial modeling.

  • The role of behavioral factors in financial modeling, adopting a stance of professional skepticism and the need for understanding and questioning the assumptions underlying a model before trusting its output.

  • The importance of simplicity and planning in financial modeling, the most effective models are those that are straightforward, well-planned, and can communicate complex financial insights in an accessible manner.

  • Strategies for mitigating bias, such as incorporating different perspectives and rigorous testing of hypotheses

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How Simplicity in Financial Modeling Enhances Decision Making
Ankita Ghosh Ankita Ghosh

How Simplicity in Financial Modeling Enhances Decision Making

In this episode, expect to learn:

  • The significance of technical skills, such as financial modeling, accounting, and Excel proficiency, in the finance industry

  • How specialized training programs can help individuals enhance their financial knowledge and technical abilities

  • The evolving role of AI in finance and how it complements human expertise rather than replacing it

  • The balance between technical proficiency and interpersonal skills to excel in their careers

  • How individuals can build trust with clients, colleagues, and stakeholders, ultimately contributing to the integrity and credibility of the finance profession.

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Unraveling the Mystery: Roderick Mckinley's Guide to Navigating Tokenomics
Ankita Ghosh Ankita Ghosh

Unraveling the Mystery: Roderick Mckinley's Guide to Navigating Tokenomics

In this episode, expect to learn:

  • Understand the integration of finance, blockchain, Tokenomics, and strategic guidance for blockchain projects.

  • Gain insights into challenges and opportunities in transitioning from traditional finance to the crypto space.

  • Learn how to navigate complexities like token volatility and incentive alignment in blockchain projects.

  • Obtain practical tips on developing tokenized business models, designing token utilities, and structuring token allocations for successful fundraising.

  • Acquire valuable knowledge for navigating the evolving landscape of blockchain and cryptocurrency.

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Shaping Business Strategy: Ian Bennett's Insights on What Makes for a Great Financial Modeler
Ankita Ghosh Ankita Ghosh

Shaping Business Strategy: Ian Bennett's Insights on What Makes for a Great Financial Modeler

In this episode, expect to learn:

  • Why understanding the stakeholders involved in a project is vital

  • Why it's essential to listen actively to clients, understand their needs, and ask the right questions

  • How to analyze the success and effectiveness of the financial modeling process

  • What are the tools and technologies available in the market

  • What are the new technologies and methodologies for financial modelers to stay effective and successful in their roles

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Mastering SaaS Models: Derek Baker's insights on building robust SaaS models  
Guest User Guest User

Mastering SaaS Models: Derek Baker's insights on building robust SaaS models  

Listen to this episode as Derek shares: 

  • How he got into financial modeling for SaaS companies

  • His advice for building robust SaaS Models.

  • The importance of understanding a business to build better Models.

  • Everything about SaaS and SaaS Companies.

  • His position on controversial modeling issues, including circular references, dynamic arrays, modeling standards, AI in modeling, and more.

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Beyond the Numbers: Lance Rubin's Insights on AI, Power BI, and the Future of Financial Modeling 
Guest User Guest User

Beyond the Numbers: Lance Rubin's Insights on AI, Power BI, and the Future of Financial Modeling 

Listen to this episode as Lance shares: 

  • His learning from the worst models he has come across.

  • His journey into Financial Modeling and how he fell in love with modeling.

  • The key to Financial Transformations.

  • The HACK Framework.

  • The importance of Power BI and similar tech.

  • His advice on the use of tools and shortcuts.

  • His position on controversial modeling issues, including circular references, dynamic arrays, modeling standards, AI in modeling, and more.

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Beyond the Classroom: Why Learning Excel is an Investment for Your Career 
Guest User Guest User

Beyond the Classroom: Why Learning Excel is an Investment for Your Career 

In this episode, we have another special treat for you which is part two of the Financial Modeling World Cup (FMWC) and the Microsoft Excel Collegiate Challenge (MECC). Paul attended modeling competitions in Arizona and Las Vegas watching competitors compete and talking to the commentators, spectators, and faculty, and we have brought you a few of those interviews.

Listen to this episode as: 

  • Andrew Ngai shares how amazing it was to look out at the facility, the HyperX arena in Vegas, and realize that this was his hobby.

  • The founder of FMWC, Andrew Grigolyunovich talks about how it fulfilled a dream of his to talk about that.

  • Competitors share why learning excel is so important for your career.

  • The students share some of their experiences, favorite Excel formulas and why they're such big fans of Excel and financial modeling.

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Episode 18 - From Campus to Spreadsheet: The Microsoft Excel Collegiate Challenge Journey 
Paul Barnhurst Paul Barnhurst

Episode 18 - From Campus to Spreadsheet: The Microsoft Excel Collegiate Challenge Journey 

In this episode, we have a special treat for you with multiple guests who attended the Microsoft Excel Collegiate Challenge (MECC). At the beginning of November, Paul had the opportunity to spend a day at the University of Arizona campus and watch these students compete and talk to commentators, spectators, competitors, and faculty, and we have brought you a few of those interviews.

Listen to this episode as:

  • Excel MVPs, Oz Du Soleil and Jon Acampora share why they attended the show, what they love about the competition, and the magic of Power Query.

  • The host of this competition, Prof David Brown talks about MECC.

  • The e winner, Patrick Chatain and 3rd-place finisher Benjamin Weber share their experiences.

  • Missy and Teresa from Salve Regina University, talk about why they started with Excel as they were building out a data analytics business program.

  • Craig Hatmaker shares everything about 5G Lambdas and more.

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Episode 17: Precision in Modeling: Sam Sivarajan’s Wisdom on Balancing Art, Science, and Decision-Making
Paul Barnhurst Paul Barnhurst

Episode 17: Precision in Modeling: Sam Sivarajan’s Wisdom on Balancing Art, Science, and Decision-Making

In this episode, Paul Barnhurst is joined by Sam Sivarajan, who is a Speaker, Wealth Management Consultant, Behavioral Scientist, Stoicism Padawan, Fintech Advisor, Podcast Host, Bestselling Author and an Adventurer. He has a law degree, an MBA, a PhD in behavioral science, and has also earned a CFP.

Sam’s work is focused on how we can make better decisions so that we can get to better results – in investing, in leadership, and in our personal lives.

Listen to this episode as Sam shares:

· His journey working in Telecom during the tech boom.

· Advice on balancing the art and science of Modeling.

· His advice on making smart assumptions.

· The importance of Decision Making.

· How to think critically when building a model and making assumptions.

· Everything about his books ‘Making your money work’, ‘Uphill’ and ‘Am I Ok?’.

· His position on controversial modeling issues, including circular references, dynamic arrays, modeling standards, AI in modeling, and more.

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Episode 16: Dave Hallwood, Giles Male, and Rafaël Le Saux Explore Being a Better Financial Modeler and Financial Modeling Certifications
Paul Barnhurst Paul Barnhurst

Episode 16: Dave Hallwood, Giles Male, and Rafaël Le Saux Explore Being a Better Financial Modeler and Financial Modeling Certifications

In this LinkedIn Live, Paul Barnhurst is joined by three amazing Modelers, Dave Hallwood, Giles Male and Rafa ë l Le Saux.

David Hallwood FCCA is the Group Finance Director at Aldrich Group Ltd . He is a Chartered Certified Accountant, Commercially minded with a background in Accounting and Business in SMEs Dave took the AFM last year and the CFM this year.

Giles Male is a co-founder of Full Stack Modeller - an award-winning training program and community for Modelers at every level, with an opportunity to gain Full Stack Modeler accreditation. He will also be taking on a limited number of coaching clients in 2024. Giles took his AFM 2 years ago and is awaiting the result of CFM.

Rafaël Le Saux, CFA, CAIA, CFM, ABV, FMVA is a Director and Valuation & Modeling Advisory Lead at PwC Luxembourg / LVPA Board Member. He is passionate about Valuation and Modeling disciplines and has piloted his professional path toward amassing sufficient knowledge to support clients in solving complex valuation problems across different asset classes, industries, and geographies.

Listen to this episode as the guests talk about:

  • Their experiences in Modeling.

  • The value of Financial Modeling Accreditation.

  • How to improve your Financial Modeling skills

  • Their position on controversial modeling issues, including circular references, dynamic arrays, modeling standards, AI in modeling, and more.

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Episode 15: From Classroom to Certification: Andy Temte's Unique Perspective on Financial Modeling 
Paul Barnhurst Paul Barnhurst

Episode 15: From Classroom to Certification: Andy Temte's Unique Perspective on Financial Modeling 

In this episode, Paul Barnhurst is joined by Dr. Andy Temte.

Dr. Andrew Temte, CFA, is the former CEO of Kaplan Professional and author of “Balancing Act: Teach, Coach, Mentor, Inspire,” and "The Balanced Business: Building Organizational Trust and Accountability through Smooth Workflows." He is also a board member and senior advisor at the FMI.

A thought leader on financial education and issues related to organizational health, continuous improvement, and workforce re-skilling, his articles have appeared in a number of media outlets, including Chief Executive and Chief Learning Officer.

This blend of higher education and professional education experience gives Dr. Temte a unique perspective when it comes to financial education and financial modeling

Listen to this episode as Andy shares:

• His learning from the worst models he has come across.

• His experience reviewing financial models for acquisition targets

• His experience as a Member of the Board of FMI.

• The value of Financial Modeling Accreditation.

• Everything about his book ‘The Balancing Act’.

• His motivation to start a Podcast.

• His position on controversial modeling issues, including circular references, dynamic arrays, modeling standards, AI in modeling, and more.

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Special Episode: Run the Numbers by CJ Gustafson
Paul Barnhurst Paul Barnhurst

Special Episode: Run the Numbers by CJ Gustafson

This week, we are bringing you a unique episode. This week, we are sharing a podcast that our host, Paul Barnhurst, recommends. The Run the Numbers podcast is hosted by CJ Gustafson. The podcast is designed to talk about things he wishes he knew during the early days of his career that no amount of Googling would answer.

This week's Show Notes:

Sebastian Duesterhoeft, partner at Lightspeed Ventures, joins CJ to talk about anything and everything start-up operators need to know about your Total Addressable Market.

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Episode 13: How Financial Modelers build a goldilocks “Just-right” Financial Model with Brian Egger
Paul Barnhurst Paul Barnhurst

Episode 13: How Financial Modelers build a goldilocks “Just-right” Financial Model with Brian Egger

In this episode, Paul Barnhurst is joined by Brian Egger.

Brian is the Global Head of Financial Modeling, Senior Gaming/Lodging Analyst at Bloomberg Intelligence.

He has been publishing models professionally and writing investment research since the 90s on the sell-side as a brokerage analyst. His industry focus has always been broadly centered around consumer gaming, lodging, and leisure.

Brian has also worked in player-coach roles, whether it's being a research director or team leader or his current role, head of financial modeling, and outside the realm of being a practitioner, he has experience teaching as well.

Listen to this episode as Brian shares:

· His experience with finding the right balance as a Modeler.

· His learning from the worst models he has come across.

· His role as the Global Head of Financial Modeling at Bloomberg.

· Everything about Bloomberg’s Interactive Calculator.

· Trends of the Industry over the years.

· His thoughts on the FMI program and why continuous learning is so important.

· His position on controversial modeling issues, including circular references, dynamic arrays, modeling standards, AI in modeling, and more.

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Episode 12 - From Rocks to Riches: The Power of Financial Models in the Mining Industry with Emilie Williams
Paul Barnhurst Paul Barnhurst

Episode 12 - From Rocks to Riches: The Power of Financial Models in the Mining Industry with Emilie Williams

In this episode, Paul Barnhurst is joined by Emilie Williams.

Emilie holds a Bachelor of Engineering (B.Eng.) in Mining, a Masters degree in (M.A.Sc.), Civil Engineering, and has earned her Level I and II FMI modeling certifications.

She has been bridging the gap between mine engineers, operations, finance, and management for more than 15 years. She has real-world, industry experience working on mine project strategies, diagnosing, and solving for factors that lead to project delays and inefficiencies, and creating best-practice tools and models to help her clients manage their operations, costs and realize their objectives.

Listen to this episode as Emilie shares:

· Her journey from mine engineer to full-time financial modeler

· Her learnings from the worst models she has come across

· The unique challenges of modeling in the mining industry

· Her experience with competing in ESPN’s most recent Excel Battle

· The importance of practicing to be a better Modeler

· Her position on controversial modeling issues, including circular references, dynamic arrays, modeling standards, AI in modeling, and more

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