Create your Story Bank using AI Coach
AI-powered Interview Prep!
Hey, Prasad here 👋 I’m the voice behind the weekly newsletter “Big Tech Careers.”
This week, I’m sharing how you can build your story bank using a custom AI tool that acts as your personal AI Coach for big tech interview preparation.
I’m also running a full-day live workshop on Interview Prep, where I cover all the strategies to clear your big tech interviews and demonstrate how to use this custom AI tool in practice.
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If you’ve read my previous articles, you’ll know I’m a strong advocate of building your story bank around eight categories I’ve curated: Customer Focus, Success, Failure, Conflict, Problem Solving, Learning Mindset, Leadership and Time Management. This approach keeps your preparation company-agnostic, while still allowing you to map your stories to any company’s core values and adapt them as needed.
I’ve created templates to help you build stories for each of these categories. I'd been planning to build a custom AI tool to help you through this process, and that's now a reality.
Vamsi Narla, Founder of Revarta — a complete behavioral interview mastery platform — has integrated the BigTechCareers story bank directly into Revarta, along with a Story Builder powered by the Revarta AI Coach to help you build your story bank. And it’s free forever!
You can sign up to Revarta and build your story bank at no cost!
There are premium plans available, if you would like to use Revarta to do mock interviews and practice your answers loud using AI coach. And frankly the pricing is pretty reasonable compared to doing mock interviews with coach like me.
As an interview coach, I know it feels like I’m replacing myself here with an AI but I love what Revarta has built. And honestly, I never had enough bandwidth to do 1:1 career coaching and interview prep coaching.
Instead, I focus on small group coaching! So, I’m running a full-day live workshop on AI-powered Interview Prep on 2nd May!
IN THIS WORKSHOP YOU’LL LEARN
How to craft Big Tech ready resume
How to deliver high-impact responses in STAR format
How to craft compelling technical achievement stories
How to effectively communicate leadership experiences
How to blend technical depth with strong behavioral skills
How to maintain authenticity while following structured frameworks
How to project confidence through voice, body language, and pacing
How to share lessons learned from past failure and conflict experiences
How to craft and deliver senior level responses to get hired at the right level
Then put it all into practice with FREE AI-powered mock interviews for a week using Revarta!
With the right strategy and preparation, you can showcase your expertise and demonstrate your leadership potential.
Here is the full workshop agenda:
And with the workshop you’ll get free access to unlimited mock interviews on Revarta Platform for a week!
And we are offering 50% discount with the code REVARTA50.
Now I'll hand it over to Vamsi to walk you through how to use Revarta to build your story bank. Over to you, Vamsi!
Thanks Prasad! As you know, single highest-leverage thing you can do to prepare for big tech interviews is to build a repository of structured stories.
Here’s the part most people underestimate: you have to build stories before you need them, because your best raw material is leaking out of your head every single week.
Think about your last month at work. You shipped something. You navigated a cross-functional disagreement. You coached a teammate through a tough launch. You made a hard tradeoff on a roadmap call. Each of those moments was a story-worthy experience at the time the context was sharp, the numbers were fresh, the specific decision you made was still clear in your mind.
Now try to recall the texture of something similar from six months ago. The outcome you remember. The details, the exact stakeholders, the specific tradeoff, the number you moved have faded into a vague outline. A year later, most of it is gone.
The fix is a continuous habit: capture one story every week or two, while the details are still fresh. Build the library before you need it. This is where AI has actually changed the game.
Step 1: Let AI find your story candidates from your resume
Open Story Builder and choose “From your resume.” Upload your PDF. The AI reads it and identifies 4-8 story candidates specific projects, leadership moments, problem-solving situations, growth experiences from your actual background that have enough signal to be interview-worthy.
You don’t have to think about what to talk about. The AI surfaces the strongest material from your background and gives you a queue to work through.
Step 2: Pick a candidate and start the voice conversation
Pick a candidate. The AI coach kicks off by referencing the specific experience from your resume “I see you led the migration to microservices. Tell me what was happening before you started this...”
You answer out loud. Not typing. This matters.
Interviews happen out loud. The muscle memory you build by typing a polished answer doesn’t transfer to the moment when an interviewer asks you a question and you have 30 seconds to start talking. Voice-first practice is the only kind that builds the right reflex.
Step 3: Let the coach probe for STAR depth
This is the part most candidates skip when they prep alone. The AI doesn’t just record what you say it actively listens for STAR coverage and probes specifically where you’re thin.
Vague on Action? “What specifically did you do to address that? Walk me through your decision-making.”
Missed the Result? “What was the measurable outcome? What did you learn that changed how you operate?”
Spending too long on Situation? It redirects you forward.
The visible STAR indicator at the top tells you in real time which sections are strong, partial, or missing. You leave the conversation knowing your story is complete not hoping it is.
Step 4: Get a synthesized, mapped, ready-to-use story
After the conversation, the AI structures everything into a polished STAR story preserving your specifics and your voice, not generic AI prose. Then it does two things most prep tools don’t:
Maps the story to 3-5 specific behavioral interview questions
Auto-tags it to 1-2 categories - Leadership, Conflict, Failure, Success, Problem Solving, Learning, Customer Focus, Time Management
That’s your library entry. Categorized. Indexed. Ready to pull from when an interviewer asks “tell me about a time you pushed back on a stakeholder.”
Step 5: Build the habit. One story per week.
The compounding move: don’t try to build all your stories at once. One session per week. Each session takes 15-20 minutes. In two months you’ll have a categorized library covering all eight behavioral themes built before any recruiter reaches out.
This is the difference between scrambling two weeks before a loop and selecting from a library you already trust. Interviewers can tell which one you are within 30 seconds.
Join AI-Powered Big Tech Interview Preparation
Learn from an expert behavioral interview coach, build your story bank and practice mock interviews with a custom AI tool - ALL IN A ONE DAY WORKSHOP.
You’ll get one week of free access to the Revarta platform for unlimited mock interviews. In the workshop, we’ll show you how to build your story bank using the Story Builder and prepare for your next big tech interview.
Sign up this week and get 50% off using the code REVARTA50 →
I'm so happy to have to partnered with Prasad on this!
Prasad's framework and content was very helpful in building out the story builder feature in Revarta which is loved by many and folks are building rich story banks everyday.
In today's unpredictable environment anyone could potentially have a job search in their future and being prepared is the best "insurance policy" that one can invest in. Building and shaping stories is the best thing one can do to be always prepared for interviews.
The added bonus is that building stories is not just for interview prep but also for helping through performance review processes.
Thank you! Most people only start digging for stories once they already have interviews, which means they are trying to remember impact, metrics, conflicts years after events. The better move is to capture the raw material every month and create a better fact base for AI.
I think this matters even more when you zoom out from interviews to the whole job search. A strong story bank is one part of the operating system: target the right roles, build proof points, run outreach and iterate your resume. I wrote a related piece on my approach here:
https://consulting2tech.substack.com/p/your-90-day-plan-to-land-a-tech-offer