Tag: SPOT

To gain insight into a real-world private equity case study, one must think like an investor. What truly separates a top-tier private equity candidate from the rest is the ability to adopt this mindset. That core idea was the driving force behind OneFinNet’s advanced LBO modelling session, designed for finance professionals and aspiring associates. Led by Onefinnet CEO Kaushik Ravi, the session offered participants an in-depth walk-through of how to build a leveraged buyout (LBO) model using a real case study.

Rather than skimming the surface like many training modules, this session delved into the intricacies of financial modelling, assumption toggles, deal structuring, and credit waterfall mechanics. It highlighted how the ability to clearly communicate assumptions, defend decisions, and navigate uncertainty is what truly distinguishes those who succeed in private equity roles.

The Real Mechanics Behind the Model 

LBO modelling isn’t just about creating a perfect spreadsheet; it’s about structuring insight. Participants were guided through the components of a balance sheet build-out, with clear distinctions between ratio-based and roll-forward projections. Inventory, accounts payable, and receivables were discussed using “days” methodologies, while CapEx and depreciation followed roll-forward schedules. 

The circularity of interest and cash flow was emphasized, illustrating how interconnected assumptions in debt, cash, and taxes must be iteratively resolved. This section drove home the importance of sequencing, building a model step-by-step, where operational assumptions precede financing decisions. 

From SIM to Strategy: Making Sense of the Deal 

The training was based on a real interview-style case involving a consumer services company with both product and services revenue streams. Participants started with the company’s historical income statement, mapping revenue, cost of goods sold (COGS), and EBITDA. Then came the projections. 

The session highlighted the value of layered assumptions: a management case, a base case, an upside case, and a downside case. Notably, Ravi encouraged attendees not to blindly accept management’s bullish projections. “You’re allowed to disagree,” he reminded. “Sometimes being conservative is a strength, especially when you can justify it.” 

To make the model more dynamic, toggles were introduced mechanisms that allowed users to switch between scenarios quickly. This ability to test assumptions in real time, without re-entering data line-by-line, is not just efficient but also reflects the kind of agility expected in deal teams. 

Financial Projections That Tell a Story 

Too often, LBO models become mechanical exercises. This session flipped that narrative by tying projections to business logic. They also debated the Growth rates. 

Kaushik asked participants to justify whether a 5% revenue growth rate made more sense than a 6% one, and how industry trends or competitive positioning informed that choice. “No one’s going to argue with you over 4.5% versus 5%,” Ravi explained, “but they will care about how you defend it.” 

This distinction, between mechanical modeling and business judgment, is where top performers stand out. The ability to understand macroeconomic conditions, customer concentration risks, or margin pressure turns an LBO model from a math exercise into an investment thesis. 

The Balance Sheet and the Cash Flow View 

Modelling the income statement is only part of the story. The balance sheet and cash flow statement were built using consistent logic, relying on historical trends to inform projections. Attendees learned how net working capital affects operating cash flow, and how movements in receivables, payables, and inventory reflect real business activity. 

Ravi reinforced that cash flow is not just about magnitude, it’s about timing and stability. For instance, an increase in inventory might indicate anticipated demand, or poor sales planning. Understanding such trends, not just the numbers, is what private equity teams evaluate. 

This trained the participants to think through circular relationships: for example, how interest expense affects net income, which in turn impacts cash flow available for debt service. 

Sources, Uses, and Sponsors Considerations 

In a real-world LBO, the financing structure is as critical as valuation. The session included a detailed walk-through of the sources and uses table, a critical component of every deal. Participants identified common uses of cash, including: 

• Purchase price 

• Advisory and legal fees 

• Debt repayment 

• Management buyouts or minority stake purchases 

• Maintaining adequate cash on the balance sheet 

Moreover, the discussion turned toward different types of financing, term loans, revolvers, mezzanine debt, and sponsor equity. Therefore, Kaushik emphasised the importance of managing leverage responsibly.

“Every dollar of debt must be serviceable, even in your downside case.” 

This portion of the session was particularly practical. Kaushik also showed how to structure debt tranches, adjust for amortisation schedules, and account for the cost of capital. Realism was key; models should reflect what’s likely to happen, not just what fits neatly in Excel. 

Waterfalls, Goodwill, and Final Adjustments 

One of the more advanced sections of the training involved the debt waterfall and purchase price allocation. Participants learned to differentiate between pre-transaction book values and post-deal closing balance sheets. They were guided through calculating goodwill and accounting for various adjustments, including refinancing target debt and layering in transaction-related fees. 

While the session did not delve deeply into accounting theory, Ravi cautioned participants not to overcomplicate the model. “This is not about academic perfection. It’s about making the model usable, defendable, and practical.” 

In a real PE role, you often have to update and revise your model in hours, not days. The best associates are those who build flexibility without sacrificing clarity. 

A Quiet Reminder: Network While You Learn 

While the technical content was the star of the session, the collaborative spirit of the class served as a subtle reminder of why Onefinnet exists, bringing finance professionals together to grow, learn, and connect.  

Private equity remains a field where trust, relationships, and communication drive opportunity. Whether you’re modeling your first deal or leading diligence on a complex transaction, your ability to ask the right questions, and surrounding yourself with sharp minds can make all the difference. 

Final Thoughts 

This OneFinNet training wasn’t just about learning how to build an LBO model; it was about learning how to think like someone who owns the model. Moreover, it reinforced the idea that good private equity professionals are not spreadsheet operators, but decision-makers. They bring a combination of analytical precision, strategic judgment, and communication finesse to every deal. 

In fact, for those looking to break into or advance within the buy-side world, sessions like these offer more than education; they offer insight into how professionals think, how teams collaborate, and how careers are shaped. 

Want access to more expert-led sessions like this? Join Onefinnet to stay connected with industry leaders and build your private equity edge, one connection and one insight at a time. 

What does it truly mean to work in private equity, not just in theory, but on the ground, in deals, and with people? This was the focus of an intensive training session hosted by Onefinnet, where aspiring finance professionals were given a rare, detailed walkthrough of what private equity professionals day-to-day looks like. The session, led by Onefinnet CEO Kaushik Ravi, was designed to equip participants with an honest, practical understanding of the role and the mindset required to succeed in private equity. 

What emerged from the discussion wasn’t just a job description. It was a framework for ownership, responsibility, and value creation, rooted in both technical execution and human connection. 

The Case Within the Case: Time-Pressed Deal Analysis

Private equity interviews often involve case studies that simulate real-world situations under time constraints. Ravi emphasized that candidates should aim to build a functional, barebones LBO (Leveraged Buyout) model within the first 45 minutes to an hour when given a three-hour window. 

“You won’t get growth rates right in that time,” he remarked, “but you should be able to get to a clear return estimate and communicate a directional investment view.” The takeaway was clear: even with imperfect data, structured thinking matters. 

This approach reflected a broader truth in private equity: success lies not just in finding the perfect answer, but in articulating your assumptions, understanding trade-offs, and taking ownership of the recommendation. 

Understanding the Four Buckets of the PE Job 

To help participants connect the dots between interview prep and on-the-job expectations, Ravi broke the private equity role down into four key components: 

1. Fundraising Support 

While dedicated business development teams handle most capital-raising activities, investment professionals often step in to provide performance data and explain portfolio outcomes to Limited Partners (LPs). In smaller funds, this role may be more hands-on. 

The lesson? Even if you’re not pitching LPs directly, understanding how investments perform and communicating that impact is crucial. 

2. Idea Generation and Market Research 

Private equity firms expect associates and VPs to spend a significant portion of their time generating proprietary investment ideas. This involves both desk research and market conversations. Whether it’s mapping out sub-segments in consumer goods or identifying under-the-radar companies in fintech, the goal is clear: build deep, actionable knowledge in specific verticals. 

“Deals don’t get done just because you have capital,” Ravi noted. “They get done because of your relationships and your insights.” 

This is where networking becomes indispensable. Professionals who maintain active dialogues with operators, bankers, and advisors gain not only intel, but also credibility in the ecosystem. The most successful associates are often those who combine analytical rigor with relational fluency. 

3. Transaction Execution 

When a deal moves forward, execution becomes the dominant priority. Associates are expected to own the diligence process end to end, building the model, coordinating legal reviews, conducting market diligence, and managing data requests. 

Transitioning from advisory roles in consulting or banking into private equity can be jarring for some. In PE, the buck stops with you. 

“If you’re an owner, the random lawsuit from 2019 is your problem,” Ravi explained. “You can’t say ‘that’s legal’s job’ or ‘let’s let the consultants handle that.’ You are the one accountable.” 

That shift, from advisor to owner, is what sets private equity apart. And it’s also what interviewers are screening for when they ask candidates to walk through a case. 

4. Portfolio Company Management 

The responsibility doesn’t end with a signed deal. PE professionals are expected to remain actively involved in the value creation journey of their portfolio companies. This includes regular conversations with CFOs, participation in board meetings, and early identification of risks and opportunities. 

“You don’t want to be surprised in a board meeting,” Ravi advised. “By then, it’s too late.” 

While external consultants may be brought in for specific projects, especially during the first 100 days, investment professionals must stay close to the business. They are, after all, the stewards of the fund’s capital. 

The Centrality of Relationships in Deal Flow 

One recurring theme of the session was the vital importance of relationships. From deal sourcing to management buy-in, success in private equity depends as much on people as it does on numbers. 

Networking, in this context, is not a soft skill. It’s an essential part of the job. Ravi encouraged participants to proactively build connections with bankers, operators, and advisors, people who may one day bring them the next deal. 

He noted that even junior professionals should aim to meet with 4–5 management teams every few weeks, not to pitch, but to listen, learn, and lay the groundwork for future opportunities. 

What Happens When Things Go Wrong? 

Not all deals go according to plan. And when portfolio performance falters, the true test of a PE professional begins. 

Ravi shared examples of underperforming investments and the hard lessons they bring, about discipline during diligence, the cost of bad timing, and the importance of people retention. “Stability before growth,” he emphasised, highlighting the need for structured incentives, management alignment, and early course correction. 

The broader point? In private equity, resilience is just as valuable as foresight. When faced with unexpected challenges, your ability to stabilise the situation, without losing sight of long-term goals, becomes your defining strength. 

Earning Trust and Accelerating Growth 

As professionals rise through the ranks, expectations shift. In the first year, 70–90% of time might be spent on transaction execution. But as you progress, responsibilities expand to include sourcing, portfolio leadership, and eventually, sitting on boards. 

Career growth in private equity is cumulative, built on trust, competence, and consistent delivery. Even when inheriting a troubled asset, strong execution and proactive communication can earn recognition. 

Funds understand that not everything is within your control. But your approach, your ability to drive impact within your sphere of influence, is what ultimately gets rewarded. 

Final Reflections: A Mindset of Ownership 

Private equity is not for the faint-hearted. It demands technical fluency, relentless curiosity, and a mindset grounded in ownership. As this Onefinnet training session made clear, it’s not just about being great at modelling or nailing the interview. It’s about thinking like an investor, every single day. 

Networking, in this world, is not extracurricular. It’s your access to information, your pipeline for opportunity, and your credibility in a fast-moving ecosystem. 

Sessions like this are more than career prep. They’re mindset shifts. They reveal what it takes to not just get into private equity, but to thrive in it. 

What does it take to think like an investor in high-stakes finance interviews? That was the focus of Onefinnet’s latest Private Equity Training session, hosted at Harvard Business School, led by CEO, Kaushik Ravi. This session dove deep into how candidates can sharpen their technical and strategic thinking when navigating private equity case studies. For those wondering how to crack the private equity interview, these skills are essential not just for acing interviews, but also for thriving in high-performance finance environments. 

A Glimpse into the Private Equity Mindset 

The session opened by breaking down how investors evaluate returns, using a straightforward but powerful example. Participants walked through the logic of subtracting debt to arrive at equity value. They also discussed how to interpret investment multiples in terms of the Internal Rate of Return (IRR). Example: A two-time return over five years equates to an approximate IRR of 15%, a critical benchmark for many buy-side roles. 

What made this segment stand out was not just the clarity of explanation, but the emphasis on pattern recognition. Being able to quickly connect return multiples with IRR figures is a core expectation in interviews and day-to-day deal evaluations. 

Beyond the Numbers: Structured Thinking in Case Studies 

Private equity interviews today aren’t confined to technical modelling. Candidates get detailed information on memoranda (SIMs), and they have to prepare investment memos within tight timelines. Ravi laid out a seven-part framework to help participants tackle such assignments, which included: 

1. Understanding the core business model 

2. Evaluating industry dynamics 

3. Analyzing competitive positioning 

4. Assessing growth potential 

5. Conducting operational reviews 

6. Valuation and comparable analysis 

7. Formulating an investment recommendation 

Each step was not just described but explored through interactive examples and real-life deal simulations. The training stressed the importance of going beyond superficial data, urging attendees to distil key insights about go-to-market strategies, customer stickiness, pricing power, and supplier relationships. 

Real Deals, Real Decisions 

To make the session even more tangible, Kaushik invited participants to bring in deals from their own professional experience. One attendee discussed a restructuring case in the oil and gas sector, which became a springboard for analysing market volatility, asset diversification, and the strategic significance of joint ventures. 

Such live discussions underscored a recurring theme: networking isn’t merely about exchanging business cards; it’s about engaging deeply with how others think and operate in real-world scenarios. The collaborative nature of the session, marked by candid questions and shared insights, demonstrated the lasting value of surrounding oneself with a sharp, driven peer group. 

The Subtle Edge of Insight 

Perhaps one of the most important takeaways from the session was this: while financial modeling is essential, judgment is paramount. Understanding why a company’s growth forecast may not be credible, recognizing when cost trends require deeper diligence, and knowing how to triangulate market data from research reports, these are the kinds of insights that differentiate a good candidate from a great one. 

To support this, Ravi offered resources for conducting efficient industry research, including analyst reports, public filings, and tools available through institutional libraries. But he also emphasized the need to formulate your own view, anchored in data, but delivered with conviction. 

Final Thoughts 

This training session was not just a masterclass in private equity; it was a blueprint for how to approach complex problems with structured thought and confidence. As finance professionals climb the ladder, sessions like these remind us that technical prowess must be paired with strategic clarity and interpersonal engagement. 

Networking, in forums like these, is what transforms information into insight, and insight into opportunity. 

Interested in gaining access to future sessions like this one? Onefinnet’s platform regularly hosts expert-led training and exclusive networking opportunities for finance professionals worldwide. Stay tuned for more. 

What separates an impressive LBO model from a truly investment-worthy decision? In a recent advanced private equity training hosted by Onefinnet, finance professionals explored advanced LBO tactics and the mindset of a deal professional. They went beyond the standard modelling playbook. This wasn’t just another Excel tutorial; it was a masterclass on real-world structuring, strategic cash flow management, debt covenants, and exit strategies. At the helm of this session was Onefinnet CEO Kaushik Ravi, who guided participants through complexities that define private equity in practice, not just theory. 

As the session evolved, it became evident: technical competence is only one part of the equation. The ability to think commercially, anticipate deal dynamics, and engage collaboratively across stakeholders; these are what shape top-tier professionals in the industry. 

A Closer Look at the Revolver and Cash Flow Waterfall 

The training began with a discussion on revolver mechanics and how they interact with minimum cash balance assumptions. Participants were introduced to a scenario involving a $24 million cash shortfall despite a business generating strong operating cash flow. The answer? Borrow against a revolving credit facility, precisely when minimum cash requirements aren’t met. 

This wasn’t just a theory. The model taught participants to automate cash sweeps, using Excel functions like MIN to ensure cash is used optimally to pay down existing debt before additional borrowing occurs. It emphasized the logic of sequencing debt paydowns by seniority and cost, with clear nods to real-life loan agreements and covenant structures. 

Such an exercise highlighted the finesse involved in deal modeling. PE professionals are not merely building models; they reflect contractual logic, capital structure priorities, and strategic risk preferences. 

Debt Hierarchy and Covenant Considerations 

A key takeaway from this portion of the session was understanding senior vs. junior debt obligations. Ravi explained how covenants often dictate the order of repayment, reinforcing the fact that financial modeling is not a blank canvas; it’s a map guided by legal and structural constraints. 

Real-life deal experience was used to anchor the conversation. The audience explored how certain expensive debt tranches might be deprioritized in repayment due to restrictive covenants. Others raised questions about whether to use average or closing balances for interest expense; a debate tied into the underlying assumptions about quarterly cash flows and the timing of loan payments. 

While Excel can handle math, the real insight lies in choosing the right assumptions for the specific deal at hand. This decision-making process, balancing theoretical accuracy with pragmatic feasibility, is what defines success in private equity roles. 

Interest Expense, Circularity, and Real Returns 

The training then turned to finalizing interest calculations and linking the pieces together. Participants saw how to plug interest lines across sub-schedules, manage circular references without overcomplicating the model, and ultimately arrive at a real, comprehensive net income figure for the period. 

This integrated approach wasn’t just for completeness; it set the stage for analyzing deal returns. With the financial statements built out and linked, attention turned to calculating proceeds to the sponsor, Internal Rate of Return (IRR), and Money-on-Money (MoM) multiples. A quick scenario was introduced: invest $1 billion, exit at $3.2 billion. “That’s a 3.2x return,” Ravi noted, “but how does that map to IRR over five years?” 

From paper to screen, this portion highlighted the importance of associates and analysts in tying numeric outputs to intuitive benchmarks. Modelling is not memorisation, it’s translation. 

Optionality: Equity Recaps and Performance-Based Incentives

Moving into more advanced structures, Ravi introduced the concept of recapitalization and management incentive plans. A sophisticated model was shared, one that incorporated option pools, time-based and performance-based vesting, and cost of cash mechanics. These weren’t required for interviews or entry-level roles, but served to show how real PE firms align interests and plan for both best-case and worst-case outcomes. 

“Option pools are critical to aligning management with fund objectives,” Ravi explained. “The more structured and transparent the plan, the better your chances of driving real operational performance.” 

For attendees, this was a valuable look into how PE firms design upside incentives, execute mid-hold recaps to return cash to LPs, and build downside protection mechanisms. Even more important was the signal that strong models are also strong tools of communication, helping sponsors tell compelling stories to boards, LPs, and management teams alike. 

Exit Strategies: IPO vs. Strategic Sale 

The session then shifted to deal exits. A participant asked whether exits in the U.S. are as complex as they are in emerging markets. The answer? “Absolutely, if not more,” Ravi said. The discussion expanded into exit routes, including IPOs, secondary sales to other PE sponsors, and strategic acquisitions. 

Each path had trade-offs. IPOs provide access to public markets and often higher valuations, but they also bring lock-up periods, volatility, and reputational risk. Strategic sales offer cleaner exits but may involve longer negotiation cycles. In practice, many PE firms explore both concurrently, a process known as “dual tracking.” 

This insight sparked deeper conversations about buyer psychology, liquidity discounts, and timing the market. Exit modeling, participants learned, is as much about judgment and market awareness as it is about numbers. 

The MBA Role: Beyond Modeling 

Another key highlight of the session was a breakdown of pre- and post-MBA responsibilities in private equity roles. Participants were shown how new associates, even MBAs, are expected to build solo models in their first 6–12 months. This isn’t to test technical skill alone, but to ensure alignment with the fund’s modeling style and decision framework. 

Beyond the modeling, associates handle NDAs, interface with bankers, recommend thesis viability, and negotiate key terms. As Ravi put it, “You’re not just a number-cruncher. You’re a thesis owner.” 

This dual role, analyst and decision-maker, reflects the evolution expected from finance professionals in private equity. Networking also came into the spotlight here. From building relationships with bankers to sourcing third-party diligence, networking wasn’t mentioned directly, but its importance was threaded throughout. 

The Subtle Power of Networking 

While technical skills were central to the session, it was clear that relationships underpin much of private equity work. Whether it’s negotiating NDAs, sourcing deals, or preparing for exit options, the ability to communicate, collaborate, and stay informed through one’s network is invaluable. 

This is where platforms like Onefinnet add lasting value. Training is important, but it’s the ongoing dialogue with peers and mentors that sharpens judgment and accelerates career growth. As participants shared their questions and strategies, the benefits of engaging in a high-caliber community became increasingly evident. 

Final Reflections 

This session wasn’t just a modeling workshop; it was a comprehensive walkthrough of how private equity professionals think, structure, and execute deals. Participants left with more than Excel shortcuts. They gained a framework for real decision-making, a clearer picture of their evolving responsibilities, and an appreciation for the nuances that make or break a deal. 

In private equity, success isn’t just built on models. It’s built through mindset, methods, and meaningful connections. 

In private equity, your resume might get you in the door, but your network is what gets you the room, and possibly the offer. Understanding how networking helps in a private equity career can greatly impact your professional journey. Knowing how networking helps in private equity career advancement can offer a significant edge. 

That’s not motivational fluff. That’s practical reality. 

As Kaushik Ravi emphasised in his direct, experience-backed session with aspiring investors, for 80% of people, networking is the single most important factor in transitioning into private equity. Recognizing how networking helps in private equity career development is crucial. If you’re not already doing it, or worse, if you dislike it, you need to start liking it. 

Networking is not a one-off; it’s a lifestyle 

The biggest mistake people make? Thinking networking is transactional. It’s not. You’re not jumping on a call hoping to snag an internship tomorrow. You’re starting a long-term conversation. One that should position you on someone’s radar when the opportunity does arise. This is exactly how networking helps in a private equity career by building lasting connections. 

Kaushik was blunt: “It’s the rest of your career.” Whether you’re a VP convincing management teams or a Partner raising capital from LPs, you’re always selling, always engaging. Get into that mindset now. 

Your story needs to hit 3 out of 10 people 

You’re not trying to win everyone. But your narrative, why you’re switching to PE, what skills you bring, and what sectors excite you, needs to resonate with some of them. For example, if you come from consulting, reach out to investors who once did the same. Use affinity wisely: school alumni, veterans, hometowns, previous deals, any point of shared context helps. 

As one student shared during the session, tapping into these circles led to a 100% response rate. Why? Because the outreach was thoughtful, values-based, and not just about asking for a job. 

The best outreach is focused and honest 

Kaushik emphasised specificity. Don’t message every PE partner in New York. Instead, if you’re passionate about clean energy, find funds actively investing in that space. Mention a deal they recently did. Share your thesis. Show them why you’d be a valuable fit. That’s how you elevate a cold message into a warm conversation. 

“You need to walk out with 50 to 100 contacts who know your name, your background, and what you’re about.” 

Final Word 

If you’re not actively networking, you’re not competing. Networking isn’t optional; it’s strategic. It’s also learnable. So start now, build those bridges, and remember: in PE, it’s not about applying to jobs, it’s about becoming someone worth calling before the job is posted. 

In today’s competitive financial landscape, cracking into private equity or top-tier investing roles is no longer just about your resume, it’s about who knows you, not just what you know. 

That’s exactly what Kaushik Ravi, CEO of Onefinnet, emphasised in a powerful insider-led discussion on how professionals, regardless of background, can build influential networks that open doors and create long-term career leverage. 

If you’re tired of sending cold messages that go unanswered, or if networking feels like a chore rather than a career superpower, this breakdown of Kaushik’s approach is for you. 

“Networking Isn’t Optional, It’s the Real Interview”

One of the most striking takeaways from Kaushik’s perspective is that your network is often your first filter into elite finance roles. Before recruiters see your decked-out resume or LBO model, someone in your circle may be vouching, or not, for you. 

“If someone refers you, it’s already a soft ‘yes,’” Kaushik noted. 
“No one forwards a candidate unless they believe they’ll deliver.” 

So what does this mean for job-seekers or early professionals? You must treat networking as part of the application process, not something you do only when you’re desperate. 

Shift Your Mindset: Add Value Before You Ask for Value 

A common mistake people make, Kaushik explained, is reaching out only when they need a favour, like a job referral or a resume review. This transactional mindset kills real opportunity. 

Instead, flip the script. 

Ask yourself: 

• Can I send a helpful article about their industry? 

• Can I attend their webinar or podcast and share feedback? 

• Can I amplify their content on LinkedIn? 

Even small gestures, like commenting meaningfully on someone’s post, can start a relationship. 

“People remember who engages thoughtfully. That’s how you warm up a cold intro,” said Kaushik. 

Targeted Outreach Beats Mass Messaging 

Rather than spamming 100 people with the same generic note, Kaushik advises sending 5 hyper-personalized messages to professionals you truly admire or share affinity with, alumni, geography, similar career paths, etc. 

A great outreach message does 3 things: 

1. Builds a bridge (mention something specific and relatable) 

2. Shows intent (why are you reaching out?) 

3. Keeps it brief (respect their time) 

Example: 

“Hi XYZ Person, I saw you transitioned from consulting to PE, which is the exact path I’m hoping to follow. Your recent post on deal diligence was spot-on. If you’re open to a quick 10-minute chat, I’d love to learn what worked for you.” 

This kind of thoughtful, to-the-point note sets the stage for a conversation that could change your career. 

Play the Long Game, Even After the Job

Another major insight Kaushik shared: don’t disappear once you get what you want. Whether it’s a referral, an interview, or even a job, continue nurturing the relationship. 

Why? 

Because: 

• You may need help again. 

• You might refer others. 

• And most importantly, people notice who only shows up when it’s convenient. 

Relationships are a long-term asset. PE and finance are small worlds. Protect your reputation by staying in touch, even if it’s just a quarterly check-in or a congrats message on a deal. 

Build a Peer Network, Not Just a Mentor List

Kaushik highlighted something many overlook: networking across, not just up. 

While most people chase MDs or Partners, it’s often your peers, the ones interviewing alongside you or a year ahead, who will: 

• Share prep tips 

• Recommend you internally 

• Co-invest or collaborate in the future 

“Your peer group today becomes your power network tomorrow,” Kaushik said. 

So build genuine relationships with people on your level. Join niche Slack groups, LinkedIn cohorts, or alumni meetups. Those friendships may lead to breakthroughs faster than a cold email to a Partner. 

Bring Value to Networking Conversations

Many candidates show up to coffee chats asking vague questions like “Tell me about your role.” 

Kaushik encouraged a more intentional approach. 

Ask: 

• What made you choose this firm over others? 

• What does great look like in your role? 

• How do junior hires stand out? 

This tells the other person: 
1. You’ve done your homework 
2. You respect their time 
3. You’re serious about your own development 

And if you can add insight, maybe by referencing an article, quoting their podcast, or asking a smart follow-up, it leaves a lasting impression. 

Stop apologising for your background, leverage it. 

Firms love people who bring domain expertise into their investment thinking. If you can talk about: 

• How you’d analyze a SaaS business even if you’ve only worked in logistics 

• Or how your commodities experience shapes your risk analysis 

…then you’re showing investor-level thought. That’s what PE firms want. 

And the best way to refine this thinking? 

Talk to others. Network with people from those industries. Learn the lingo, the metrics, the risks. 

“Great investors are great networkers because they’re always learning,”

The Bottom Line: Network Like a Pro, Think Like an Insider 

Kaushik Ravi’s roadmap isn’t about sending 500 LinkedIn requests. It’s about crafting thoughtful, consistent interactions that position you as a credible, curious future investor. 

Here’s your action plan: 

• Treat networking as a long-term game, not a job search tool 

• Personalize your outreach with intent and brevity 

• Add value before asking for help and,

• Focus on peer relationships as much as senior ones 

• Be strategic in your questions, not just polite 

• Turn your background into your edge 

• Keep showing up, before and after the job.

In private equity, it’s not just about technical skills, it’s about who trusts you enough to bring you into the room. And networking the right way is how you earn that trust.