Profile Evaluation Request

Question

Hello Everyone,
I am planning to apply for the upcoming ISB Round 2 and would appreciate a profile evaluation. Here are my details:
 Profile Overview: 
 
 Demographic: GEM (General Engineer Male), 28, based in a Tier-1 Indian metro  
 Education: 
 
 B.Tech: Electronics & Communication Engineering, Tier-1 NIT (5.6 CGPA, Class of 2020) — flagging upfront, this is my biggest academic weakness 
 12th Standard: 81% 
 10th Standard: 9.6 CGPA  
 Work Experience (~3 years): 
 Industry trajectory: Telecom IoT (large Indian telecom) → Health-Tech Product Management (early-stage stealth startup) 
 Current Role — Product Manager, Stealth Health-Tech Startup (Apr 2026 – Present): 
 
 Joined an early-stage healthcare SaaS startup building an operating system for Indian multi-doctor specialty clinics 
 Owning the Growth Engine pillar (SEO-driven patient discovery); ~8 months in by R2 deadline, no shipped outcomes yet — flagging this  
 Large Indian Telecom — Assistant Manager, IoT Network Planning & Engineering (Sep 2022 – Aug 2025): 
 
 Managed KPIs for ~15M IoT devices across ~900 enterprise clients 
 Improved attach success on a 1M+ smart meter rollout from 78% to 98.7% 
 Automated enterprise IoT onboarding, reducing SLA from 2 months to under 5 days across 35+ customers  
 Awards & Recognition:  None formal — flagging this as a gap.
 Post-Graduation Period (2020 – Sep 2022): 
 
 Took ~2 years after B.Tech for self-directed study in filmmaking and screenwriting before pivoting to a corporate career  
 Extracurriculars & Leadership: 
 University Leadership: 
 
 Head, Stage Group — Literary, Stage & Debating Club at college (2020): led the dramatics wing of the college's largest performing arts community 
 Executive Member, ISTE Student Chapter  
 Sports: 
 
 National-level Table Tennis player (2014) 
 Represented college at All India Inter-NIT Tournament (2018) 
 Active badminton player  
 Community: 
 
 Volunteered with an education-focused NGO supporting underprivileged children (2019; 2024)  
 Goals: 
 
  Short-term (post-MBA):  Product Management role at a mid-size or established tech company, OR consulting at MBB 
  Long-term:  Start something of my own  
 Target: 
 
 Exam: GMAT Focus Edition (Aug 2026 attempt, targeting 700+) 
 Goal: ISB Round 2 Admission, Dec 6, 2026 deadline — PGP Class of 2028 (1-Year Program)  
 My queries: 
 
 How does my overall profile look for ISB PGP, and what are my realistic chances at R2? 
 Given the 5.6 CGPA, what GMAT score do I need to be genuinely competitive? Can a strong GMAT fully offset the undergrad academic record, or is it always going to be a drag on the application? 
 Does the short tenure at the stealth startup (~8 months at R2 deadline) get treated as real PM experience by adcoms, or dismissed as too new to count? 
 Does the post-graduation gap need to be directly addressed in the essay, or is it ignorable given the trajectory since? 
 Is the GEM-engineer-now-PM profile differentiated enough to stand out at ISB, or do I need to lean harder on something specific in the narrative? 
 What are the biggest gaps in my profile right now, and what can I realistically do in the next ~7 months to strengthen the application? 
 For someone targeting MBB consulting post-ISB, how does my profile (engineering + IoT ops + early-stage health-tech PM) read? Is the non-linear path a help or a hindrance for consulting recruiting?  
Would appreciate any honest feedback.

GradOcean · Answer

Hi  VivaLaVanka ,

As you’re already aware, your low CGPA is the biggest concern, and to balance it you should aim for a GMAT Focus Edition score of 705+. However, this alone won’t be enough without a strong and coherent narrative. Your IoT background and current PM role are strong positives, but your startup stint should ideally demonstrate at least some measurable impact. The 2020–22 gap should be addressed briefly and positively as a period of exploration rather than left out. Overall, your priority should be refining a clear systems/tech - product - impact storyline that ties your profile together.

Happy to connect if you’d like to discuss your profile in more detail.

Website:  https://gradocean.in/ 
 WA: +91-9892714308 
 Email:    Support@gradocean.in

ISBeacon · Answer

Even if you had not flagged this, it would have captured the attention of the trained eyes on this forum VivaLaVanka

. You class 12 grades aren't great shakes either. See if you can target a 695+ on GMAT. Also, you might find the following video useful. https://www.youtube.com/watch?v=CqFd3-5PNSs Good luck! -- Ashish

MBAGuide · Answer

Hi VivaLaVanka I would suggest not ignoring your low GPA in the applications and profiling some reflection on what happened there and how you later somehow made up for the lag by gaining knowledge through your on-the-job learning. If you pretend to close your eyes on this and expect the adcoms to do the same, it would seem that you are not self-aware. Coming to your work experience, you are focusing too much on the execution part and less on leadership. If you can, even in your resume, speak to how you enabled certain business outcomes, technical or non-technical, through your ability to lead, influence stakeholders with analytical insights, and coordinate efforts, that would take you far in the application process. For example, “Managed KPIs for ~15M IoT devices across ~900 enterprise clients” may just mean having this data in dashboards and Excel sheets, and that may not mean much when you are trying to build your case for MBA or PGP readiness. It takes more effort on the resume, but you should bring out what changed because of your work, what did you improve, or how did leadership act on your insights? The stealth startup experience is also not going to be a great value add unless your contributions get praised by a recommender (if the founder pedigree is solid) or there are any measurable feats of the startup that can be correlated with your work. Again, completely ignoring or failing to explain the circumstances around applying for an MBA this early after joining a startup will make the adcoms think you shy away from owning decisions and providing context around career moves. The early career gap may hint toward a confused mind, but if you have some quality experience/work/accolades to show during that period, that can be worked around. I would suggest not pitching MBB goals at all because, with all that is going on in your profile (the gaps), it would again show a lack of research around your goals strategy and make it seem very generic (again reflecting on the awareness factor). Try to be intentional with your goals strategy so you come across as someone who is now conscientious about how you want to take your career forward in product management. What problems in your field excite you? Where would you want to contribute in the industry? In the upcoming months, I suggest that you evaluate whether the startup will take off and come out of stealth mode with some funding or other growth metrics to show, and if that seems likely, stick with it for maybe a year to strengthen your profile. On top of it, target a high GMAT score. Should you want to discuss your case one-to-one, feel free to speak. I am taking detailed profile evaluation calls for some time. Best wishes Aanchal Sahni (INSEAD MBA alumna, former INSEAD MBA admissions interviewer) Founder, MBAGuideConsulting LinkedIn : https://www.linkedin.com/in/aanchal-sahni-83b00819/ |WEBSITE: https://mbaguideconsulting.com/ | Message(WA): +91 9971200927| email- mbaguideconsulting@gmail.com

GyanOne · Answer

VivaLaVanka :

Your honesty about the CGPA and the 8-month startup runway is actually a good sign, because ISB essays reward self-awareness over spin. Let me push past what's already been covered in this thread.

- On the 5.6 CGPA, do remember that ECE at a Tier-1 NIT is among the harshest-graded streams in the country, and the ISB adcom is quite aware of this. What hurts more is the downward 10th-to-12th-to-B.Tech trajectory, so do not just apologise. Show what shifted in your focus, ideally tied to the filmmaking detour, so the dip reads as a chapter rather than a flaw.

- The 2020 to 2022 gap is not a gap, it is a differentiator if framed correctly. ISB admits plenty of GEMs each year, and what separates the dinged ones from the admits is almost always a non-engineering texture. Self-directed filmmaking and screenwriting is exactly that texture, and it lets you write essays a typical IoT engineer simply cannot.

- Your Telecom IoT to Health-tech Product arc is one of the cleaner ISB-friendly stories I've seen this season. You're moving from infrastructure-scale systems to a sector where India has obvious dysfunction. Connect the two with a thesis, not a chronology.

Hope this helps. Feel free to come back with more questions or to contact us directly.

- The no-shipped-outcomes worry is overblown. At a stealth early-stage company, adcoms care about decision quality and ownership, not dashboards. Write about hypotheses you tested, customer conversations, and what you killed early and why.

- On the GMAT, given your academic file, I would target Focus 685 and above. That places you in the percentile zone where the CGPA conversation quiets down, without you needing to overreach to 705.

Lead your essays with the filmmaker subplot, do not bury it in the optional. That is the single lever no one else in your applicant cohort will be pulling.

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