SWE Accelerator Podcast

Nina Wang, an MIT CS grad who moved from consulting to product management at Apple. She recounts a brutal job hunt, juggling secret interviews while employed, and a tough Instacart rejection. Hear why engineers can pivot to PM, the rituals that built her interview confidence, and a practical 3–6 month roadmap for making the switch.

Annanay Kapila, a YC-backed quantitative trading and fintech founder with HFT and market-making roots. He pulls back the curtain on secretive quant firms and why the golden era is ending. He contrasts UK vs US ambition, explains where top quant talent is migrating, and predicts the next frontiers like robotics, space, and crypto-driven fintech.

Today I sit down with Ben Chen: a former Tesla AI recruiter who helped build the Optimus robotics team and has seen thousands of engineering applications from the inside.We break down why the job market is cooked for some but wide open for others, how ATS systems actually work, the GPA scam no one talks about, and the exact psychological game most candidates don't know they're losing.If you're a CS student or software engineer trying to land your dream job in 2026, this is a must-listen.Computer science students, new grads, and software engineers who want to work with a former Tesla AI Recruiter to break into AI in 2026 👉 Apply here:  https://www.amanmanazir.com/coaching/?utm_source=transistor&utm_medium=podcasts_description&utm_campaign=TeslaRecruiter_Ben&video=GjH2rbMm7tA🚨 Enroll by March 15th to join a LIVE workshop where he’ll break down what actually gets you hired in AI — the resume signals that matter, the projects that stand out, and the fastest path to pivot.🚀 Get my free Software Engineering Crash Course – https://www.amanmanazir.com/7dayengineer🎧 Listen to all episodes of the Software Engineering Accelerator Podcast on YouTube: youtube.com/AmanManazirListen to our new podcast, @TheEntropyShow: https://youtu.be/MDJQXbXPngg?si=vQqITmNzy3fhfcV1I’m Aman Manazir, a career coach and software engineer. I interned at companies like Amazon, Shopify, and HP in college, and the day I graduated I landed a $168,000/year* full-time software engineering job. I help you make it as a computer science student & software engineer and get your dream job offer.📄 Get my free resume template – https://www.amanmanazir.com/resume🧠 Get my free LeetCode Roadmap – https://www.amanmanazir.com/leetcode💌 Free weekly productivity insights/advice – https://amanmanazir.com/newsletter📕 All my free Notion templates – https://www.amanmanazir.com/notion📝 Sign up for Notion – https://affiliate.notion.so/2nh3pjr6l5l6📷 Instagram – https://www.instagram.com/amanmanazir/🐦 Twitter – https://twitter.com/amanmanazir—⏱️ Timestamps:00:00 Introduction & Tesla Optimus Origin Story05:19 Building the Optimus Team From Scratch06:11 Is the Job Market Actually Cooked?07:46 Why Companies Stopped Training Junior Engineers08:39 How Juniors Can Still Break In10:19 Job Hopping: Meta or Career Killer?13:47 What Universities Don't Teach You17:46 The 3.2 GPA Student Fastest Path18:57 Why GPA Is a Scam21:43 Should You Even Chase a 4.0?22:44 2026 Hiring Summarized in One Sentence24:45 The Truth About ATS & AI Rejection26:28 How Keywords Hurt More Than Help27:23 How to Break Into AI in 2026  (Live Workshop With a Tesla AI Recruiter)34:14 The Psychological Game Candidates Miss36:14 How to Show You Actually Want the Job37:07 Winning a System That Isn't Fair40:55 First Date Mistakes in Interviews41:50 Compensation Conversations That Kill Offers45:05 What a Real AI Pivot Actually Looks Like46:28 Specialists vs Generalists in AI Hiring47:19 Actionable Steps to Break Into AI48:09 What Signals AI Competence to Recruiters48:40 Building a Network From Zero49:45 Best Cold Outreach That Actually Works52:21 What Recruiters Actually Want53:19 Biggest Mistake at the Offer Finish Line55:37 Salary Negotiation Hacks That Work

Today I sit down with Ritesh: a former Capital One engineer who made $180K from side hustles as a CS student—more than his six-figure salary.We break down how he built profitable AI agents, landed a $15K client from one Reddit post, and the exact 30-day blueprint any CS student can follow. We also unpack his Reddit marketing system, the minimal-code tech stack he uses, why he quit after Amazon cut 30K jobs, and whether the AI agents space is a bubble.If you're a software engineer or CS student looking to build recession-proof income before layoffs hit, this is a must-listen.Computer science students, new grads, and software engineers…want to land your dream software engineering job or internship? Click here 👉 https://www.amanmanazir.com/coaching/?utm_source=transistor&utm_medium=podcasts_description&utm_campaign=Ritesh_AIAgent&video=hU83uz1h0z4🚀 Get my free Software Engineering Crash Course – https://www.amanmanazir.com/7dayengineer🎧 Listen to all episodes of the Software Engineering Accelerator Podcast on YouTube: youtube.com/AmanManazirListen to our new podcast, @TheEntropyShow: https://youtu.be/MDJQXbXPngg?si=vQqITmNzy3fhfcV1I’m Aman Manazir, a career coach and software engineer. I interned at companies like Amazon, Shopify, and HP in college, and the day I graduated I landed a $168,000/year* full-time software engineering job. I help you make it as a computer science student & software engineer and get your dream job offer.📄 Get my free resume template – https://www.amanmanazir.com/resume🧠 Get my free LeetCode Roadmap – https://www.amanmanazir.com/leetcode💌 Free weekly productivity insights/advice – https://amanmanazir.com/newsletter📕 All my free Notion templates – https://www.amanmanazir.com/notion📝 Sign up for Notion – https://affiliate.notion.so/2nh3pjr6l5l6📷 Instagram – https://www.instagram.com/amanmanazir/🐦 Twitter – https://twitter.com/amanmanazir👉 Ritesh's YouTube: https://youtube.com/@rkumarv?si=x69yN285NFW5fNPi👉 Ritesh's Instagram: https://www.instagram.com/riteshkv_?igsh=MWdwbG1nYng2ZzdraQ==—⏱️ Timestamps:00:00 Introduction 01:35 Side Hustles Beat Six Figures03:53 Building YouTube Automation Business04:33 Traditional CS Path at University of Maryland06:16 First Big Contract: $25K Web App07:24 Viral Checkout Bot Video Success09:51 Making Six Figures with Bots10:01Bots vs Agents14:41 Defining Modern AI Agents15:50 Why CS Students Have Huge Advantage17:45 Software Engineering Accelerator18:38 First AI Chatbot Sale: $1,25021:10 Building First Profitable Agent in 30 Days23:33 Friends Laid Off Once or Twice26:35 Amazon Cuts 30K Jobs, Layoffs Worsening27:23 Anyone Can Build Profitable AI Agents30:50 Reddit Marketing: $15K Client One Post33:50 Reddit Strategy: No Calls to Action35:29 Everything You Need to Kickstart Your SWE Career36:00 Common Mistakes on Reddit38:16 Platforms to Learn Automations39:28 Biggest Mistake: Copying Exact Replica41:13 Creating Concepts From Ideas Over Copying42:14 How Much Work Is Actually Passive?43:58 Are We in an AI Bubble?45:44 Entrepreneurship is the Better Route 47:07 Personal Brand = 60-70% of Success49:27 Always Find Out Target Demographic 51:35 Documenting Your Personal Brand 52:51 Why I Left My Six Figure Job55:43 Nine-to-Five Not Safe Anymore56:35 Building Business Alongside Full Time Job57:45 It's All Mindset and Limiting Beliefs59:43 Where to Connect With Ritesh 1:00:00 Outro

Shreyas Kulkarni, a Senior Software Engineer at Oracle, shares his journey from India to the US, transforming his master’s expenses into profits. He discusses his innovative TA hack, which helped him save on tuition, and his strategic approach to landing over 80 interviews at top tech companies. Shreyas reveals the details of Meta's new AI coding round and explores the impact of algorithmic layoffs in today’s job market. He also offers practical advice for international students navigating the US tech landscape in 2025.

Today I sit down with Ray: a former Meta software engineer who went from pre-med with a failing AP Comp Sci score to making $500K a year. We break down how he landed tech internships without a CS degree, used referrals to get offers from Google, Amazon, and Uber, and built an interview system after getting rejected by Microsoft.We also unpack why you don't need full software skills to get hired at big tech, his LeetCode strategy, and why he walked away from $500K to pursue startups and content in his 20s.If you're breaking into tech or questioning the 9-to-5, this episode is a must-listen.Computer science students, new grads, and software engineers…want to land your dream software engineering job or internship? Click here 👉  https://www.amanmanazir.com/coaching/?utm_source=transistor&utm_medium=podcasts_description&utm_campaign=Rui_MetaSWE&video=h3td0TPxZAc🚀 Get my free Software Engineering Crash Course – https://www.amanmanazir.com/7dayengineer🎧 Listen to all episodes of the Software Engineering Accelerator Podcast on YouTube: youtube.com/AmanManazirListen to our new podcast, @TheEntropyShow: https://youtu.be/MDJQXbXPngg?si=vQqITmNzy3fhfcV1I’m Aman Manazir, a career coach and software engineer. I interned at companies like Amazon, Shopify, and HP in college, and the day I graduated I landed a $168,000/year* full-time software engineering job. I help you make it as a computer science student & software engineer and get your dream job offer.📄 Get my free resume template – https://www.amanmanazir.com/resume🧠 Get my free LeetCode Roadmap – https://www.amanmanazir.com/leetcode💌 Free weekly productivity insights/advice – https://amanmanazir.com/newsletter📕 All my free Notion templates – https://www.amanmanazir.com/notion📝 Sign up for Notion – https://affiliate.notion.so/2nh3pjr6l5l6📷 Instagram – https://www.instagram.com/amanmanazir/🐦 Twitter – https://twitter.com/amanmanazir👉 Rui's Instagram: https://www.instagram.com/raycfu?igsh=MWpvM3JwMDV2dWxhMA==👉 Rui's LinkedIn: https://www.linkedin.com/in/fuchengrui?utm_source=share&utm_campaign=share_via&utm_content=profile&utm_medium=ios_app—⏱️ Timestamps:00:00 Introduction02:15 From Pre-Med to Computer Science05:51 Landing Nordstrom Without CS Background07:23 Exploring Different Career Paths10:59 Getting Quant Trading Internship Offers12:00 Microsoft Rejection to Multiple Offers14:35 Learning from the Microsoft Failure16:16 How to Get Interviews at Top Companies20:12 You Don't Need Full Software Skills21:37 The Power of Stubborn Problem Solving23:27 My LeetCode System and Strategy24:37 Is LeetCode Dying with AI25:18 LeetCode as IQ Test for Engineers28:56 System Design Matters More Than LeetCode29:51 What Recruiters See in Six Seconds32:00 Choosing Meta Over Google and Lyft33:55 Starting Salary at Meta36:17 $52 to $40K in My Bank Account37:04 When Facebook Became Meta40:05 Daily Life Inside Meta42:31 Why Tech Companies Give These Benefits45:14 Free Asset to 10x your Engineering Journey45:42 Meeting Mark Zuckerberg as Intern46:42 How to Get Promoted at Meta50:33 Fast Promotions vs Stuck Engineers51:45 Watching Layoffs Happen Around Me52:50 Seeing AI Used in Interviews56:01 Will There Be Fewer Engineers57:09 Staying Relevant in AI Era59:05 Meta Stock Going to the Moon59:48 Why I Left $500K at Meta1:05:00 The Next Chapter: Startup and Content1:06:40 Where to Find Rui1:07:50 Outro

Morgan Young, a networking strategist and former intern at Disney, shares her journey of securing six internships while saving over $100K in college. She emphasizes that GPA is overrated compared to practical experience and details how to leverage LinkedIn for career success. Morgan offers insightful tips on networking effectively, optimizing resumes, and writing impactful cover letters. She advocates treating recruiting like a full-time job and stresses the importance of visibility on platforms like LinkedIn to unlock new opportunities.

In this discussion, Kevin Zhu, a former quant at Citadel and a developer at Palantir, reveals his unconventional journey into tech. He shares how he overcame early struggles with innovative study methods and landed internships at top firms. Kevin dives into life at Citadel, revealing the intense work culture and contrasts it with his pivot to meaningful AI research at Algoverse, a mentorship program he founded. He also weighs the value of quant roles against personal fulfillment and warns about the imminent challenges of AI in society.

Today, I talk with Kelly — a former BCG Project Leader who worked at Goldman Sachs and BCG before walking away at 25 after managing teams most people don't lead until their mid-30s. We dive into the strategies that helped her break into elite consulting: from leveraging coffee chats to land accelerated offers, to the communication frameworks and interview techniques that separate candidates who get hired from those who don't. We also break down what management consulting actually is, how AI is reshaping the industry, what it's really like working 60+ hour weeks with hourly deadlines, and why software engineers should consider consulting as a career path. If you're a CS student, software engineer, or anyone looking to accelerate their tech career through networking, interviewing, and strategic positioning, this episode of the SWE Accelerator Podcast is a must-listen.Computer science students, new grads, and software engineers…want to land your dream software engineering job or internship? Click here 👉  https://www.amanmanazir.com/coaching/?utm_source=transistor&utm_medium=podcasts_description&utm_campaign=BCGConsultant_SWEOutsmart_TechRecession&video=Cnt9ljDyUdU🚀 Get my free Software Engineering Crash Course – https://www.amanmanazir.com/7dayengineer🎧 Listen to all episodes of the Software Engineering Accelerator Podcast on YouTube: youtube.com/AmanManazirListen to our new podcast, @TheEntropyShow: https://youtu.be/MDJQXbXPngg?si=vQqITmNzy3fhfcV1I’m Aman Manazir, a career coach and software engineer. I interned at companies like Amazon, Shopify, and HP in college, and the day I graduated I landed a $168,000/year* full-time software engineering job. I help you make it as a computer science student & software engineer and get your dream job offer.📄 Get my free resume template – https://www.amanmanazir.com/resume🧠 Get my free LeetCode Roadmap – https://www.amanmanazir.com/leetcode💌 Free weekly productivity insights/advice – https://amanmanazir.com/newsletter📕 All my free Notion templates – https://www.amanmanazir.com/notion📝 Sign up for Notion – https://affiliate.notion.so/2nh3pjr6l5l6📷 Instagram – https://www.instagram.com/amanmanazir/🐦 Twitter – https://twitter.com/amanmanazir—⏱️ Timestamps:00:00 – Intro 01:18 – Kelly's Background: From Canada to Goldman Sachs04:03 – What is Management Consulting? Breaking Down BCG05:54 – Types of Companies Consulting Firms Work With06:54 – Can Anyone Get Into Consulting? Background Requirements07:58 – Why Computer Science Majors Should Consider Consulting10:00 – AI's Impact on the Consulting Job Market12:59 – Software Engineering Accelerator 13:53 – How Consulting Projects Actually Work (Entry-Level Perspective)16:35 – ChatGPT Deep Research & The Future of Consulting Work17:58 – Day in the Life of a Consultant21:09 – The Reality of 55-70 Hour Work Weeks23:25 – Hourly Deadlines & Same-Day Delivery Culture24:51 – Managing 1000s of Messages Per Day as a Consultant26:30 – Managing a Team at 25: Kelly's Fast-Track Promotion Story28:22 – What is a Coffee Chat? (Definition for Tech/SWE Students)30:19 – Coffee Chats: The "LeetCode" of Networking for Consultants34:59 – Why SWE Students Are Under-Utilizing Coffee Chats35:49 – How to Stand Out to Hiring Managers (From Someone Who Interviewed 200+ Candidates)37:27 – Tactics to Maximize Your Coffee Chats40:04 – Making People Feel Like Experts: The Interview Approach42:09 – Networking for People Who Hate Small Talk44:12 – How to Ask Smart Questions Even When You're Lost46:55 – What Separates Candidates Who Get Offers from Those Who Don't49:09 – The STAR Method: Common Mistakes to Avoid50:37 – Beyond STAR: Adding Impact & Philosophy to Interview Answers52:44 – Communication Frameworks Consultants Use (That SWE Students Should Learn)55:07 – Zoom Out, Zoom In, Zoom Forward Framework58:31 – What Do You Think About Quiet Quitting?58:53 – The Great Lock-In: Gen Z's Shift from Quiet Quitting to Locking In1:00:43 – Gen Z in the Workforce: A Millennial's Perspective1:02:15 – Millennials vs Gen Z: Different Approaches to Work & Rules1:04:42 – Social Media's Impact on Generational Work Styles1:05:52 – Advice for Burnt-Out 22-Year-Old Software Engineers1:08:57 – Where to Connect with Kelly (Sunday Chats on Instagram)1:09:40 – Outro

A LinkedIn engineer shares her journey to a six-figure job offer in a tough job market. She reveals five standout strategies, including the power of return offers and mastering the art of networking. The discussion highlights the importance of exceeding expectations and fostering strong relationships during internships. Tips on leveraging LinkedIn effectively, overcoming the fear of posting, and navigating early career challenges provide valuable insights for new grads. Plus, the impact of AI on future careers sparks an intriguing debate.