In this innovative episode, Paul Barnhurst experiments with Google’s AI tool, Notebook LM, and transforms previous guest interviews into an AI-generated episode. He explores the insights and best practices in financial modeling, as shared by veterans Scott Rostan, founder of Training the Street, and Ian Bennett, a PwC Australia leader with extensive experience in managing large modeling teams.

By leveraging AI, this episode explores how technology can recreate meaningful conversations with industry leaders, providing an interactive look at best practices, common pitfalls, and the evolving landscape of financial modeling. Paul explores advanced technical skills and the human elements that are essential to successful financial modeling.

Key takeaways from this week's episode include:

• Four essential key pillars for excelling in financial modeling
• Strategies for maintaining simplicity and auditability in financial models
• Emerging tools in Excel and functionality of traditional financial modeling
• How financial modeling expertise goes beyond technical skills
• Insights on the potential future of financial modeling with AI advancements

Quotes from the Episode:

• "Even in the world of complex finance, sometimes the simplest approach is the best approach." - Scott Rostan
• "It’s about seeing the big picture, understanding your client’s needs and using your modeling skills to craft a solution, not just a spreadsheet." - Ian Bennett
• "AI will get really good at those technical tasks, cleaning up data, maybe running some basic forecasts, but that just frees us humans up to focus on the stuff that requires creativity, critical thinking, and emotional intelligence." - AI

In this special AI-driven episode, Paul Barnhurst invites listeners to consider how the field of financial modeling is both grounded in foundational skills and evolving with new technologies. It’s about connecting with clients, asking the right questions, and using your skills to drive better business decisions.

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• Website - https://www.thefpandaguy.com  
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In today’s episode:

[01:17] Introduction to the episode

[03:57] Lessons from modeling mistakes

[06:29] Four key pillars of financial modeling

[08:51] Managing large-scale...

In this episode of Financial Modelers Corner, host Paul Barnhurst dives deep into the world of Quality of Earnings (QofE) with expert guest Patrick McMillan, a seasoned CFO and transaction advisor. The conversation explores the intricacies of QofE, its importance in financial transactions, and the role it plays in assessing a company's financial health during mergers and acquisitions. Patrick shares real-world examples and insights into how financial professionals can use QofE to make informed decisions.

Patrick McMillan is a fractional CFO and transaction advisor at Amplēo, a Utah-based firm specializing in providing executive support to growing companies. With over two decades of experience in guiding businesses through periods of growth and M&A transactions, Patrick is known for his expertise in Quality of Earnings analysis. He brings a dynamic and passionate approach to finance, blending technical skill with strong storytelling abilities to help businesses navigate complex financial landscapes.

Key takeaways from this week's episode include:

• The role of Quality of Earnings (QofE) in mergers and acquisitions, and how it differs from an audit.
• How to differentiate between non-recurring and operating items when analyzing financial statements.
• The importance of normalizing earnings for better understanding of a company’s performance.
• Why soft skills like communication and storytelling are crucial in financial analysis.
• Insights into how personal finance modeling can improve your financial modeling skills.

Here are a few quotes from Patrick McMillan:

• "Quality of earnings isn't just an audit; it shows you how and why a company is performing in a certain way." - Patrick McMillan
• "Understanding non-operating and non-recurring items is crucial to a quality of earnings report." - Patrick McMillan
• "Patience is the most important lesson I’ve learned in my career, especially in communication." - Patrick McMillan
• "Modeling your own personal finances is a great way to practice financial modeling skills." - Patrick McMillan

With actionable advice on financial modeling, transaction strategies, and lessons learned from his personal experiences, Patrick’s insights will resonate with professionals looking to sharpen their financial skills and improve decision-making in dynamic business environments.

Follow Patrick:

• Website - https://ampleo.com/contact/
• LinkedIn - https://www.linkedin.com/in/patrickmcmillan/

Follow Paul:

• Website - https://www.thefpandaguy.com  
• LinkedIn - https://www.linkedin.com/in/thefpandaguy 
• YouTube - https://www.youtube.com/@thefpaguy8376 

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In this episode of Financial Modelers Corner, host Paul Barnhurst welcomes Ruby Liu, Director at KPMG Australia’s Valuation Team, to dive into intricacies of financial modeling. Having led KPMG Australia’s Sydney modeling team and worked as the head of corporate finance in the energy sector, Ruby’s vast experience spans from transactional modeling for infrastructure assets to advising clients on valuation and capital raising. Ruby Liu brings over 16 years of professional expertise in corporate finance, financial modeling, and valuations.

This episode offers practical insights on managing complex financial models, optimizing processes, and the challenges of transitioning models from transactional to operational use. Ruby’s guidance provides a valuable learning opportunity on how to build efficient and user-friendly financial models. Her deep knowledge and hands-on experience make her a key voice in the field of financial modeling.

Key takeaways from this week's episode include:

• The key differences between transactional and operational models and how to adapt them for long-term use.
• Why keeping the model user in mind is crucial for building effective financial models.
• Ruby’s top strategies for creating models that are simple, visually appealing, and efficient in calculation speed.
• Insights into the challenges of working with large, complex models and how to manage issues.
• How Ruby’s experiences at KPMG shaped her understanding of the financial modeling landscape.

Here are a few quotes from Ruby Liu:

• "The most efficient model isn’t the one with the most complex formulas, but the one that’s easy to understand and use." - Ruby Liu
• "In financial modeling, the goal is to fit the user’s purpose, not dazzle them with complexity." - Ruby Liu
• "I think AI can help build models, but we’ll still need human oversight to interpret the results." - Ruby Liu

In this insightful episode, Ruby Liu offers a masterclass in financial modeling. From her candid reflections on the pitfalls of overly complex models to the importance of keeping the end user in mind, Ruby’s practical advice is invaluable for both novice and seasoned modelers alike.

Follow Ruby Liu:

• LinkedIn - https://www.linkedin.com/in/liuruby

Follow Paul:

• Website - https://www.thefpandaguy.com  
• LinkedIn - https://www.linkedin.com/in/thefpandaguy 
• YouTube - https://www.youtube.com/@thefpaguy8376 

Follow Financial Modeler's Corner 

• LinkedIn Page- https://www.linkedin.com/company/financial-modeler-s-corner/?viewAsMember=true 
• Newsletter - Subscribe on LinkedIn-https://www.linkedin.com/build-relation/newsletter-follow?entityUrn=7079020077076905984

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