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Building AI Products by Bridging Product and Tech Gaps

Building AI Products by Bridging Product and Tech Gaps

​Building AI products isn’t just about clever models. It’s about running smarter experiments. In this lightning talk, coach Avinash M. (Ex-Amazon PM leader , Ex-RBC AI PM Leader) shares hard-earned lessons from the product experimentation lifecycle. From structuring experiments to choosing the right metrics, they’ll show how cross-functional teams can avoid common traps and drive real outcomes. ​Apply proven frameworks to design experiments that produce measurable results ​Spot and fix experimentation pitfalls using proven frameworks while leveraging prototypes of dashboards to effectively communicate metrics for visualization ​Balance deep analysis with bias for action, knowing when to dig in or move fast Whether you’re working on AI products or not, mastering experimentation is the path to building market-leading products. This session gives you the playbook to align product and engineering and deliver outcomes that matter.

Avinash M.
Avinash M.
Inside the Waitlist: How Admissions Really Uses It

Inside the Waitlist: How Admissions Really Uses It

• Define what a waitlist decision actually means • Explain why schools use the waitlist (class balancing, yield management, diversity mix) • Common misconceptions (e.g., “It’s a soft reject” vs. “It’s still active consideration”) • How timing, round, and school culture affect outcomes • Typical timelines • High-level do’s and don’ts immediately after being waitlisted

Victoria R.
Victoria R.
October Series - Using AI to Job Search (Session 6)

October Series - Using AI to Job Search (Session 6)

Most people who are "flying solo" in the job search are struggling. The myth of the solo job search is persistent, but it’s rarely effective. Going it alone means missing out on the support, insights, and opportunities that come from community, coaching, and technology. Using modern job search systems can accelerate your results and make the process less isolating. Do not be afraid to leverage the resources available to you. They can be game-changing, helping you course correct in your career.

Lee B.
Lee B.
MBA Interview Series: Chicago Booth

MBA Interview Series: Chicago Booth

​Jumpstart your Chicago Booth MBA interview prep with up-to-date insights and stage-specific strategies. As application deadlines approach, join expert coach Tim F. who will help you understand what’s expected, how to prepare, and how to stand out. ​You’ll learn about the format of the Chicago Booth interview, key evaluation criteria, and how to craft strong stories using frameworks, while balancing polish and authenticity. ​By the end of this session, you’ll have a clear action plan for your interviews—what to practice, how to outline your answers, and how to present your best self when your invitation arrives.

Timothy F.
Timothy F.
Integrating AI into Your Daily Tools

Integrating AI into Your Daily Tools

Step-by-step walkthrough for connecting AI tools like Google Drive, Slack, and Notion to ChatGPT for seamless automation.

Breanne W.
Breanne W.

Free

Top-Ranked Free Master's in Europe: 5 Key Reasons to Apply

Top-Ranked Free Master's in Europe: 5 Key Reasons to Apply

Think ETH Zurich, TU Munich, Sorbonne in Paris, FU Berlin and Delft University. These top-ranked European institutions represent just the tip of the iceberg in what public universities across Europe offer: world-class master's degrees with minimal or zero tuition fees. Behind these prestigious names are remarkable opportunities for bachelor's graduates to pursue advanced degrees that deliver exceptional return on investment while building careers in Europe's thriving job markets. What unites successful international graduates? They discovered how European public universities combine academic excellence with financial accessibility, opening doors to careers at growing companies actively seeking international talent. With European employers increasingly recruiting international master's graduates and offering attractive employment opportunities during and after studies, we are witnessing an unprecedented window of opportunity for ambitious graduates. Beyond the famous institutions everyone recognizes, hundreds of top-ranked public universities across Europe offer programs in English with clear pathways to meaningful careers. What if this high-quality, budget friendly way to advanced education and a European career is exactly your calling?

Jörn B.
Your Problem Statement: The Most Significant Issue You Care About Solving In Your Career

Your Problem Statement: The Most Significant Issue You Care About Solving In Your Career

Identify the problem or opportunity that most motivates you and articulate how it connects to your long-term goals.

Joshua C.
Joshua C.
Your Narrative Arc: Current Path vs Dream Career vs Disconnect

Your Narrative Arc: Current Path vs Dream Career vs Disconnect

Map your current trajectory, envision your dream career, and identify the gap that an MBA can help bridge.

Joshua C.
Joshua C.
Crafting Your Throughline

Crafting Your Throughline

Distill your story into a central theme or “throughline” that ties together your experiences and goals.

Joshua C.
Joshua C.
Conclusion of Module 1

Conclusion of Module 1

Review your progress and refine your brainstorm to prepare for essay drafting.

Joshua C.
Joshua C.
Intro to MBA Essay Writing

Intro to MBA Essay Writing

Translate your narrative into compelling MBA essays that demonstrate clarity of purpose, authenticity, and school fit.

Joshua C.
Joshua C.
Waitlist 101 Guide

Waitlist 101 Guide

• Mindset shift: from “waiting” to “strategic repositioning” • Common emotional pitfalls (panic, over-updating, disengagement) • How to maintain professionalism and perspective • Setting intentions for the next 4–8 weeks • Quick self-checklist: “Am I reacting or responding?”

Victoria R.
Victoria R.
Demystifying GMAT Combinatorics (Combinations and Permutations)

Demystifying GMAT Combinatorics (Combinations and Permutations)

Struggling with combinations and permutations? You’re not alone. Combinatorics is one of the trickiest parts of the GMAT Quant section—where even small missteps can cost big points. ​In this session, Josh B., a 15-year Manhattan Prep veteran and GMAT coach who’s helped over 1,000 students succeed, will break down combinations, permutations, and the logic behind counting problems in a way that actually makes sense. You’ll learn how to approach these questions intuitively, avoid common traps, and move faster without sacrificing accuracy. ​Whether you’re just starting GMAT prep or aiming for a top score, you’ll leave this session with clear frameworks, problem-solving techniques, and renewed confidence heading into test day.

Josh B.
Josh B.
S&T Self Assessment

S&T Self Assessment

Use this checklist to gauge your strengths and weaknesses against the traits of top-performing Sales & Trading professionals.

Kemi A.
Drafting & Content Creation (using Claude)

Drafting & Content Creation (using Claude)

Learn how AI accelerates writing by generating strong first drafts for reports, blogs, and proposals.

Breanne W.
Breanne W.
 Finally Use AI for Something Useful: Build AI Literacy That Moves Your Career Forward

Finally Use AI for Something Useful: Build AI Literacy That Moves Your Career Forward

AI is everywhere—but understanding how to use it effectively for your career can feel overwhelming. In this session, AI expert Matthew W. (Stanford, Meta) will guide you through practical ways to build AI literacy and leverage AI tools to enhance your work, decision-making, and professional growth. ​You’ll learn how to identify meaningful applications of AI in your role, avoid common pitfalls, and use AI strategically to save time, boost productivity, and strengthen your skillset. By the end, you’ll walk away with actionable strategies to move your career forward with confidence in an AI-driven world.

Matthew W.
Matthew W.
How to Get Into Law School Panel

How to Get Into Law School Panel

​In this panel, law school admissions experts Machmud M. (Stanford), Kevin P. (Duke), and Liz C. (University of Houston) will share what it really takes to stand out in today’s competitive applicant pool. From crafting a compelling personal statement and securing strong letters of recommendation to maximizing your LSAT score and building a well-rounded profile, you’ll gain insider perspectives on every stage of the process. ​Whether you’re just beginning to explore law school or are preparing to submit your applications, this session will give you practical strategies, common pitfalls to avoid, and the confidence to approach your applications with clarity and purpose.

Kevin P.
Liz C.
3 contributors
Writing the “Why MBA?” Essay

Writing the “Why MBA?” Essay

Learn to clearly articulate why you need an MBA now, why each school fits, and how it connects to your long-term vision.

Joshua C.
Joshua C.
Tailoring Your Story for Different Schools

Tailoring Your Story for Different Schools

Adapt your core story for different MBA programs while maintaining consistency and authenticity.

Leland Community
Research & Information Gathering (using Perplexity)

Research & Information Gathering (using Perplexity)

Explore how AI compiles and organizes data or articles into concise, trustworthy summaries.

Breanne W.
Breanne W.

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