Your profile is very strong both academically and professionally, and you already have many elements that top MBA programs tend to value. A few thoughts that might help refine your overall strategy:

1. Academics & Test Score
A 715 GMAT Focus along with a 9.16 GPA puts you in a very competitive range for most top programs. From an academic standpoint, you are well positioned.

2. Professional Experience
Working as an ML Engineer at a bulge bracket investment bank is a strong platform. The achievements you mentioned—particularly the 45% revenue impact and the innovation awards—are impressive and should stand out if presented clearly in your applications.

When structuring your story, try to highlight:
• Business impact (revenue growth, efficiency gains, cost savings)
• Leadership and initiative (projects you led or drove)
• Stakeholder management (working with business teams or senior leadership)

MBA programs value candidates who can connect technology with business outcomes, so emphasizing that angle will help.

3. Career Goals (Important Area to Refine)
Your transition from ML/technology into Investment Banking will need to be explained thoughtfully.

Admissions committees will likely look for clarity on:
• Why move from a strong technical role into IB?
• Why is an MBA the right bridge for this transition?
• How does your technical background position you well for technology or fintech coverage groups?

Ideally, your narrative should connect the dots clearly:
technology exposure → financial services experience → growing interest in M&A/strategy → MBA as the bridge to IB.

4. Leadership & Extracurriculars
Your Youth Parliament experience is interesting and adds a different dimension to your profile. If possible, continuing to build leadership outside of work—through mentoring, volunteering, or leading initiatives—can further strengthen this area.

5. School Strategy
The list you are considering looks good, but it would also be sensible to add a few moderate or safer programs to balance the overall strategy.

6. Timing
Having around 5 years of experience at the time of matriculation falls well within the typical range for top MBA programs.

Overall, the biggest factor that will likely influence outcomes is how clearly your story connects your technical background with your post-MBA goals in investment banking.

If you are able to present a clear and cohesive narrative while highlighting the business impact of your work, you should be competitive for several strong MBA programs.

Feel free to reach out if you’d like to discuss your profile in more detail.

All the Best!

Shrey Bahadur
Founder, GradOcean Admission Consultants
Website: https://gradocean.in/
WA: +91-9892714308
Email: [email protected]

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Hi
Priyanka here from ARINGO. Speaking about your profile, your profile looks strong on the surface. A 715 FE and 9.16 GPA are excellent academic signals, and your experience with measurable impact will stand out. The innovation awards and internal recognition also show strong performance early in your career.

For your target schools, the key question will be why the shift from tech/ML to IB, since many candidates already come from finance backgrounds. Your story around using deep tech expertise to advise fintech and technology companies in IB could work well if articulated clearly. Leadership elements like Youth Parliament and cross-stakeholder collaboration will also help your profile stand out.

If you'd like, feel free to connect for a quick discussion, happy to share thoughts on positioning and school strategy for these programs.

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You can also email me at: [email protected]
Good Luck!