Hi @utk_joh

Your GPA and 325 GRE places you well in the competition for the schools you’re targeting. Even the length of your work ex is optimal and you’ve got solid business impact, career progression, and a good experience working in global teams (the fact that you’ve worked with German and UK professionals works in your favor since you’re primarily targeting European Schools). So you’ve got all the right ingredients, what matters now is how you convey this in your applications, especially in your essays.

As for your competitiveness for your target schools, you’d make a good fit at INSEAD (they generally prefer 325+ or 330+ but your application/profile can make up for this), LBS, HEC Paris (same as INSEAD in terms of score target but again your profile will compensate this, NUS (good match), Rotman (good match), ISB (strong chance). The other schools you mentioned, NTU, Imperial, and Warwick, your profile is much better for these, would be better to focus on more competitive schools as they have stronger global brand equity and hiring pipeline than these three.

Coming to scholarship, it’s very school-dependent. You need to make a good case about your need for a scholarship via the essays they ask. And your GRE score will also be taken highly into consideration here.

It's very important to strategize how you apply to these schools. We’d be happy to have a 1-on-1 discussion with you to deeply understand your profile and concerns.

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The MBA Edge Team
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Thanks for sharing your profile @utk_joh ! Let's start with what adcoms will love: 170 Quant is outstanding and shows you can handle rigorous analytics, clear promotions & leadership, hard business impact (cost savings, platform lead), product-relevant projects (trading bot).

325 GRE as a total score is decent, but if your essays/recommenders don’t explain the “why MBA > why consulting” pivot crisply, you’ll be evaluated as a strong tech hire candidate but not necessarily a top consulting applicant.

Chances:
ISB is competitive (but can have a good chance). ISB evaluates seniority, leadership, and impact heavily; your 4+ years with promotions and clear impact fit well. ISB average scores are high, but ISB uses a holistic review; strong work story matters a lot. Strengthen your short-term consulting/product plan and secure a recommender who can quantify leadership & promotion readiness.

Imperial, competitive (can have a good chance). It values tech + entrepreneurial/analytics aptitude; your technical wins and quant strength can fit Imperial’s profile and London recruitment. Aim to strengthen the overall score or show recent quant coursework.

NUS places value on tech candidates and regional fit; average GMAT/GRE profiles are slightly lower than top Euro schools, so your profile is in range if you show consulting/product clarity and indicate regional mobility.

LBS, reach, unless you improve your test score. LBS cohorts are highly competitive. With GRE 325, you’re closer to the average edge; raising your overall score (GMAT classic 720+ or GRE 330+) makes you competitive. Most of the applicants who worked with Shantanu for the recent LBS MBA Applications received interview invites.

HEC Paris, also a reach target / Possible with a higher score. HEC is selective and favors strong quantitative/leadership signals; your 170Q helps, but total score and the clear consulting pivot need stronger proof (or retake). Our recent HEC admit had 3 years of work experience and a 334 GRE score.

About scholarships, merit scholarships are usually awarded to a small fraction of applicants and are heavily correlated with class-leading test scores, exceptional leadership narratives, and unique profiles. Schools publicize merit scholarships, but competition is strong.

Your chances: With GRE 325, scholarships remain possible(not guaranteed) at schools that weigh experience and leadership more (ISB, Imperial, Rotman, NUS), but large scholarships at LBS/HEC are less likely unless you lift your overall test score or show an outstanding, rare distinguishing factor (like major entrepreneurial traction, unique diversity story, or high-impact leadership recognized externally).

Craft a good post-MBA story. Short-term (2 yrs post-MBA): be specific, example: “Strategy/Consulting Associate (tech practice) at McKinsey/BCG/Oliver Wyman OR Product Manager at a top FinTech in London/Toronto/Singapore.” Why MBA: show how the MBA gives you consulting frameworks + product/business skills (courses, career services, internships) to pivot credibly.

Speak to alumni at each school in your target geography (London, Toronto, Singapore) and ask about recruiting into consulting & PM. Use 2-3 concrete alumni quotes in the “Why X” essay. Attend school webinars/treks and record insights.

You can also package the trading-bot project as a product case: show user adoption, retention, and how you used metrics to iterate. Alternatively, lead a 3-month cross-functional product improvement at work to demonstrate product ownership.

We would love to learn more about your academic background, extracurricular activities, professional experiences, and personal journey so we can offer a more tailored assessment of your profile and evaluate your chances at your target schools more accurately. If you'd like, feel free to book a profile evaluation session with Shantanu, Founder and Admissions Consultant, MBA and Beyond

Hi
Priyanka here from ARINGO. Speaking about your profile, your profile looks good on the surface. You have got a great mix of technical depth, measurable impact, and clear progression. Two promotions in 4 years at Vodafone with achievements like 50% cost savings and leading global teams show both leadership and problem-solving skills.

Your GRE should work in your favor, especially for schools that value quant strength. Your side projects and sports leadership make your profile more well-rounded which adcoms appreciate. The FinTech PM goal makes sense and aligns nicely with your background. For scholarships, schools like HEC and NUS often reward strong quant + professional profiles, so you definitely have a chance there. Overall, you’re in a competitive spot - ISB, NUS, and Rotman look realistic, LBS and HEC are solid fits, and with strong essays tying your tech achievements to your product and strategy ambitions, you can be a serious contender across your target list.

I’d be happy to offer you a free profile review for your target programs to see where you stand and how to boost your chances, happy to help!
No pressure, no strings - just helpful insights on where you stand and how you can strengthen your chances.

Feel free to connect- Click here
You can also email me your CV at: priyankak@aringo.com
Good Luck!