Secrets to a Simple Model: Peter Lynch

Chikako Tyler is the Chief Operating Officer at California Bank & Trust (CB&T). She began her career at the leading California bank in 2010, starting as risk manager, progressing tos trategic planning and analysis (spanning seven revenue divisions and 150 units), before serving seven years as Chief Financial Officer revealing . Here she reveals the strategic leadership as the bank grew, from $9 billion to $15 billion in assets, and overcoming challenges from the post global financial crisis to COVID. In this episode: Math academic to commercial real estate California Bank and Trust’s stress testing Efficiency ratios and operating leverage Differences in the path CFO to COO Inclusion and leadership in banking The most company specific fave Excel function answer

As a fractional CFO and financial advisor, Carl Seidman, a returning guest, has worked with finance teams at some of the world’s most recognized companies, helping them strengthen forecasting, cash flow management, and strategic decision-making. He also teaches several top-rated online courses including the FP&A Mastery Signature Program.  My first fire-drill, creating a cash flow in one week  The under $50m revenue opportunity for fractional CFOs  The power of an advanced (live) FP&A course  Expectations and reality for AI in your finance career The catastrophe if AI gets something wrong  What I learned about Copilot in Excel developing a LinkedIn course The Power of LET 

Peter Lynch is the founder of ASimpleModel.com and serves as Chief Strategy Officer at Stephen Gould. He has worked in private equity for most of his professional career at Rabobank, JP Morgan, Argenta Partners and Hilltop Holdings. But he’s perhaps best known for turning complex financial concepts into clear accessible lessons through ASimpleModel.com. JP Morgan in Buenos Aires Crazy models during the financial crisis  Capital allocation strategy at Stephen Gould  How a Simple Model took off  Most common mistake in building a financial model  Clarifying private equity Incorporating AI into everything I do 

Andrew Polito is VP, Controller at Go HQ which provides a suite of back office services, including recruiting to delivery companies. The Fort Worth-based company provides back office support for transportation and logistics, seeing 500% growth in five years, earning a spot on the Inc 5,000 list of fastest- growing private companies in America.  In this episode: From audit to shifting to a private company finance team Building FP&A from the ground up  Power of the 13 week cash forecast How I introduced automation in an initial two-person finance team   How our finance tech stack delivers the data and insights to succeed  

Mariya Guttoh is  Director of FP&A and Treasury at PayJoy, a global FinTech company expanding credit access through smartphones to underserved customers in emerging markets. Celebrating 10 years this year , the company has served over 15 million customers and is on track to reach $650 million in revenue and $110 million in profit by the end of 2025. In this episode Mariya traces her steps from cosmetic marketing in Ukraine to arriving in the US with $300 and working three jobs while earning her MBA to becoming a finance leader. My finance journey working three jobs to pay for my MBA Becoming an advocate for AI in finance Two finance camps– “excited but clueless” and “cautious but clueless”  Using AI to automate vendor reporting across 10 countries  Identifying high impact AI wins (forecasting)  My ideal magic FP&A solution  How I turned myself into a self-created extrovert  Offset in Excel 

Akhil Khunger, VP Quantitative Analytics, Barclays, has more than ten years of experience in the field. Akhil develops statistical models to forecast balance sheets, revenue and probability of default. He has experience with time series modeling, statistical modeling, machine learning and building implementation frameworks using Python and other programming languages. Akhil, who has a master’s in Financial Engineering from UC  Berkeley and London School of Economics, has worked in CCAR and Bank of England stress testing and know the Basel III/IV framework, SR 11/7, SR 15-18, and SR 15-19. He also has experience managing junior model developers. In this episode:  The worst year for modeling? Diving into models  Working with big datasets Getting to the real reasons behind trends and data   The power of stress testing  What human judgement can bring to the table  The AI component in forecasting 

Esti Levy Dadon, Executive VP Finance, Fiverr ,started in public accounting at Ernst and Young, before leading the finance function at Fiverrr. Since joining the global marketplace in 2016 she steered the company to a successful IPO in 2019. In her words: “In almost 10 years at Fiverr  I’m still waiting for things to be boring and repeatable, but it never happens because things change all the time” In this episode: Building finance from the ground up at Fiverr  The path to IPO and the financial work required  Challenge of building a robust forecasting model for a public company Creating a finance team to last Business partnering process at Fiverr Traits for hiring in FP&A at Fiverr    Mindset FP&A perspective shift to connect you to the business

What do FP&A professionals need to understand about data work and BI and the work that BI is doing? Marcos Bento, Director BI, at Wasabi Technologies: “They need to translate business requests in English in a way that the BI folks can translate that into codes. That’s where the magic happens.” In part two of our deep dive with Marcos Bento (BI) and David Suter (FP&A) from Wasabi Technologies, we explore the execution side of their successful data partnership. In this episode: Our 130-Iteration Journey: Net retention metric evolution Cost per dollar of new ARR (and how settled on it) Storytelling across technical and executive audiences Lean team compositions (4-person FP&A, 5-person BI) Power of the problem solving skillset in our hiring 

Wasabi Technologies (a Boston-based cloud storage company with over $530M in funding, a decade of hypergrowth, 450+ team members, and multiple exabytes of storage deployed) sets high standards for its finance and analytics teams.  Both teams are under pressure to deliver fast, accurate, and actionable insights. Marcos Bento, Director Business Intelligence at Wasabi Technologies and David Suter, Director, Financial Planning And Analysis at Wasabi Technologies join us for a special two-parter. They delve deep into how their teams work together, across functions to turn raw data into real-time financial intelligence. In this episode:  Building and gaining trust between BI and FP&A  Getting from “10% out” to within a couple percentage points for forecasting  KPIs such as dollars per terabyte  BI and FP&A as investigative reporters  Predictive analytics: forecast in the 6 or 12 months working with sales  The manifesto for AI at Wasabi 

Daniel Gardner is operational finance business partner at FirstGroup Plc, a leading UK-based provider of public transport. Daniel brings a unique perspective shaped by a diverse finance career across iconic consumer brands like L’Oreal, the Body Shop and Hunter Boots, where he led major forecasting overhauls and drove commercial transformation. Now at First Group, he is leading the development of a cloud-based forecasting system for a billion pound division, working with more than 50 stakeholders to deliver scalable real-time insights.  In this episode he talks about the power of “systems thinking” in the CFO’s Office as a way of understanding how different parts of an organization (or any complex system) interconnect and influence each other.”If there’s an area, I’d say that FP&A could do with its systems thinking. Structure makes behavior and behavior makes structure. So it travels in a loop, which means that to make changes in an organization, you either have to hire people who do not exhibit the behaviors naturally or you’ve got to change the structure and alter the incentives that are producing the problems.” In this episode: Bringing my philosophy-training to finance  Six week finance transformation at Hunter Boots  Getting from lagging to leading indicators  99% of People Problems Are Really System Problems Python+ Excel (practical examples)