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Looking for an MBA Profile Review? Simply post the schools you’re considering and tell us a bit about yourself. You will then get feedback from Clear Admit admissions experts and our community of top-tier applicants via MBA ApplyWire!  You can also search within ApplyWire to see where others are applying – and why.

 


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13
August 15, 2026 8:07am ET
Applying: Berkeley / Haas, Cornell / Johnson, Dartmouth / Tuck, Duke / Fuqua, Harvard Business School, London Business School, Michigan / Ross, MIT Sloan, Northwestern / Kellogg, Stanford GSB, UCLA Anderson, UT Austin / McCombs, UVA / Darden
Intake Year: 2027
Pre-MBA Career: Software Development
Post MBA Career: Technology, Undecided
GMAT: 745
GPA: 7.3
Years of Work Experience: 5
Location: India
Post MBA Location: US
Notes:

1. Diversity: I am an Indian Male.
2. Acads: I have a BTech-Mtech dual degree from an IIT (got admit here with like 99.9 percentile in 1M+ students).
BTech GPA is 7.3/10, which is improved to 9/10 in MTech. I am using optional essays to explain the lower acads in BTech. My MTech GPA and then GMAT Focus 745(Q90, V88) shows an upward trajectory, which should be helpful.
3. Work: I have 5 years of software development experience in a big european tech company.
4. Leadership: I don't have a formal title for leadership in work. But a lot of leadership without authority and my letters of recommendations from current and previous supervisors can vouch for that.
5. Why MBA: Trying to build something on my own exposed gaps which MBA would help me fix. I have a strong thread going on with my childhood, college, extra curricular and with what I tried to built. Post-MBA goal of Product Management role in tech would build on top of my skills I gain at MBA to help me move in the direction of tech leadership which is my long term goal.
6. Inclination: Schools which have good tech recruitment for PM role, help build leadership skills for my long term goals, have good alumni network in tech and PM roles, and lastly a collaborative community that I would prefer. I would prefer to get scholarships because of tight finances.
7. Definitely applying in R1: Kellogg, Haas, Ross, Tuck, Fuqua, MIT Sloan
8. Not sure about: Harvard (Not sure about fit), Stanford (low selection chances + 0 scholarships hopes), London Business School (keeping because of visa situation), Cornell (Tech is good but will it help for my long term goal), McCombs (Not T15 ), UCLA (Not T15)

Please help me choose right schools and strategy for fit + scholarships based on my inclinations mentioned in point 6 above.

3
August 14, 2026 7:08am ET
Applying: Other, Penn / Wharton, Temple / Fox
Intake Year: 2027
Pre-MBA Career: Senior IT Consultant, Deloitte
Post MBA Career: Consulting, Deloitte, Technology
GPA: 3.42
Years of Work Experience: 11
Location: Philadelphia PA
Post MBA Location: Philadelphia
Notes:

I want to apply for a Part Time MBA because work is giving Tuition Assistance next year. Already have a decent salary with a consulting position.

Since I'm not leaving the Philadelphia area, I'm generally only considering part time programs in the area.

How does my profile look for Full time and Part Time however?

2
August 13, 2026 7:05am ET
Applying: Duke / Fuqua, Vanderbilt / Owen
Intake Year: 2027
Pre-MBA Career: Big 4 Tax
Post MBA Career: Consulting, McKinsey, BCG, Bain
GMAT: 615
GPA: 3.76
Years of Work Experience: 3
Location: Nashville
Post MBA Location: Atlanta/Nashville
Notes:

CPA, masters degree (3.5 gpa), 1.5 years of local non profit board experience, 615 gmat focus. Promoted to senior associate after 2 years at big 4.

7
August 11, 2026 10:19pm ET
Applying: Carnegie Mellon / Tepper, Chicago Booth, Columbia Business School, Cornell / Johnson, Dartmouth / Tuck, Duke / Fuqua, Michigan / Ross
Intake Year: 2027
Pre-MBA Career: Consumer Insights
Post MBA Career: Consulting
GRE: 334
GPA: 3.44
Years of Work Experience: 6
Location: Tokyo
Post MBA Location: US
Notes:

Looking for an honest assessment of whether M7 schools are realistic for me, or if I should focus more on T10/T15 given my GPA.

I'm a South Asian applicant who graduated from the top business school in my country with a 3.44 GPA. My GPA was dragged down by some weaker semesters early on, but I was above 3.6 throughout my last two years and showed a pretty strong upward trend academically. A lot of the early struggles were related to ADHD, which wasn't diagnosed until later during university.

I also have a 334 GRE (169Q, 165V).

Career wise, I spent 2 years at a research agency where I was fast-tracked to a leadership role, and the last 4 years at a Fortune 500 FMCG in consumer insights. My current company relocated me from my home country to their Tokyo office, where I've been working for the past 2 years, so I do have international experience and exposure to global stakeholders.

Outside of work, I volunteer as a freelance consultant for an NGO back home, helping them secure international grants and design vocational tech courses.

My post MBA goal is to pivot into strategy consulting in the US.

One thing I'm unsure about: I was diagnosed with ADHD during university and have been on medication since. Is this something worth mentioning in the optional essay to explain the GPA, or would it be better not to bring it up at all?

Would appreciate any thoughts on:

Whether M7 is a realistic target

How much my GPA hurts relative to the GRE

Whether the international transfer to Japan adds meaningful value

Whether mentioning ADHD is advisable

4
August 11, 2026 3:59pm ET
Applying: Columbia Business School, Harvard Business School, MIT Sloan, Penn / Wharton
Intake Year: 2027
Pre-MBA Career: SWE
Post MBA Career: Private Equity, Asset Management, Finance
GRE: 330
GPA: 3.4
Years of Work Experience: 7
Location: NYC
Post MBA Location: CA or East Coast
Notes:

7 years of SWE at Big Tech
US undergrad with CS & Math major at Top 10 schools
330 (162 V, 168 Q)

Asian Female. Worked and lived in Asia, US, and London. I have various startup experiences (from internship and my side project).

Short-term: I want to pivot into PE or Infrastructure funds on tech/energy.

Long-term: I have family business on energy and power plants in Asia, which I want to expand into investment and operating platform on energy with technology.

Questions:
- I am thinking these 4 schools as round 1 (or maybe 1 more) and thinking part-time as round 2. Any change of programs/additional school recommendation?
- I know this is rather a hard career pivot and because I don't have previous experience on my family business nor finance, it is hard to weave in or show adcoms that I am serious. Thinking about previous startup experiences as the way to connect the dots. Any preference or advices on candidates for family business but without the family business background?

15
August 11, 2026 10:05am ET
Applying: Carnegie Mellon / Tepper, Columbia Business School, Dartmouth / Tuck, Duke / Fuqua, Emory / Goizueta, Michigan / Ross, Ohio State / Fisher, Rice / Jones, UCLA Anderson, UNC Kenan-Flagler, USC / Marshall, UT Austin / McCombs, UVA / Darden, Vanderbilt / Owen, Yale SOM
Intake Year: 2028
Pre-MBA Career: Attorney
Post MBA Career: Professional Services, Undecided, Law Firms, Marketing, Management Consulting, Energy
GPA: 2.5
Years of Work Experience: 5
Location: Louisiana
Post MBA Location: Anywhere
Notes:

I am a judge advocate in the military, and will have 4 years in as a CPT when I would matriculate. I have worked in administrative law, trial counsel as a prosecutor, and a special assistant fed prosecutor, and now I work on large complex events in charge of the legal side. My undergrad and law school GPA are 2.5 my law school curve was a C. My undergrad degree was poli sci. I held local elected office while I was going to school and worked full time/raised a family with my wife. I am trying to build a realistic gameplan and expectations to maximize my outcomes. I am location agnostic. I am currently studying with TTP about 30 hours a week, and taking the GRE in mid December. I took a diagnostic without practice and got a 313 162V 151Q. I am heavily studying the quant sections to boost those numbers.

7
August 11, 2026 3:11am ET
Applying: Columbia Business School, Harvard Business School, Penn / Wharton, Stanford GSB, UCLA Anderson, USC / Marshall, Yale SOM
Intake Year: 2027
Pre-MBA Career: Fashion & Creative Entrepreneur / Pageant Industry Creative Director
Post MBA Career: Other Industries
GRE: 323
GPA: 3.69
Years of Work Experience: 5
Location: Bangkok, Thailand
Post MBA Location: USA
Notes:

I’m a 26-year-old, LGBTQ+, with a very nontraditional background in fashion/creative entrepreneurship, and pageantry/live entertainment. My undergrad is from the top fashion school in France, specializing in haute couture and lingerie.

I founded a couture/creative company and co-founded a fashion brand in partnership with one of the nation’s largest pageant platforms. My work has grown from pure design into creative direction to leading one of the biggest national events. I was also selected for one of Thailand’s prestigious national recognitions for artisans.

Pageantry is a major cultural industry in Thailand and Southeast Asia, especially for the lgbtq+ community, intersecting with tourism, creative economy, entertainment, and the country’s growing medical/wellness economy. Thailand is also a global center for transgender pageantry. As a trans woman working in this ecosystem, I’ve had an opportunity to meet and work alongside my community leaders from around the world. This shaped how I see pageantry as a platform that can influence how people and communities are perceived.

EC: I also founded a nonprofit initiative using my expertise in creative media and entertainment to expand professional opportunities for trans sex workers and shift public perception, recognized by and partnered with leading national nonprofit and government institutions advancing transgender inclusion. I’ve also volunteered with UN-affiliated initiatives supporting LGBTQ+ youth entrepreneurship across Southeast Asia.

LORs: One is a senior executive leading one of the world’s largest pageant organizations, who has worked closely with me and can speak directly to my progression, leadership, and impact within the industry.

The second is a senior Thai government leader/former Director-General of the Ministry of Culture, who can speak in depth about my leadership, broader national impact, and the significance of the pageant industry to Thailand’s culture and economy.

Long term: I want to build businesses around pageantry/live entertainment and the wider creative economy. This is why I’m pursuing a traditional MBA rather than a fashion/luxury degree: the problems I now want to solve are business problems, which is how these cultural platforms scale, capture value, and create sustainable economic opportunities across adjacent industries.

I will be attending Fall 27 as a U.S. permanent resident through the EB-1A extraordinary ability green card, based on sustained national and global recognition, leadership, impact, and original contributions in my field.

GRE: 323 (165Q/158V). With HBS CORe, “Pass with honor.” For GRE, with another retake, I think I could reach roughly 325–328, but I don’t expect 330+ this round. Given R1 timing, further test preparation would take time away from other parts of my applications, particularly translating a very nontraditional career into an MBA context. I’d appreciate thoughts on whether a few additional GRE points would materially change my prospects at HSW, or whether the 323 is sufficient to focus elsewhere.

10
August 10, 2026 11:05pm ET
Applying: Chicago Booth, Columbia Business School, Harvard Business School, IESE, INSEAD, London Business School, MIT Sloan, Northwestern / Kellogg, Penn / Wharton, Stanford GSB
Intake Year: 2027
Pre-MBA Career: Consulting
Post MBA Career: Eli Lilly, Pharmaceutical, Health Care, McKinsey, BCG, Bain, Consulting, Novartis, Pfizer, Healthcare, Management Consulting, Technology, Apple, Microsoft, Netflix, Tesla
GPA: 3.42
Years of Work Experience: 8.5
Location: India
Post MBA Location: USA
Notes:

33, Male, Indian. I have a bachelor's in Pharmacy and a double masters in Pharmacy and Liberal Arts.

Work Experience: 8.5 years across Healthcare, Consulting and financial services

Credentials: Project Mangement Professional (PMP), Lean Six Sigma Green Belt certified, published research papers in international journals in college, got selected for several national level fellowships and scholarships

Extra Curriculars: I'm into running marathons, long distance endurance cycling, involved in community service through Robin Hood Army and career support initiatives for underprivileged through Global Mentorship Initiative.

Career trajectory:
My career has been somewhat unconventional. Started as a medical representative in the healthcare industry and pivoted to Project Mangement and Consulting roles in financial services industry. Worked with fortune 500 clients and their CXOs for driving enterprise level scale transformation projects involving Agentic, AI, ML, RPA, Data Analytics, process re-engineering across finance operations. Currently working as a Digital Transformation Consultant by driving Hyper automations and emerging Agentic AI solutions for clients at Accenture (Implementation heavy)

Why MBA at this juncture? From execution heavy roles, I want to move towards strategy focused roles at firms like Big 3 or get into product roles in the tech industry. I'm looking to change geography.

4
August 10, 2026 5:37pm ET
Applying: Berkeley / Haas, Carnegie Mellon / Tepper, Northwestern / Kellogg, NYU Stern
Intake Year: 2027
Pre-MBA Career: Entrepreneurship/ Consulting
Post MBA Career: Consulting, Finance, Venture Capital
GMAT: 695
GPA: 3.4
Years of Work Experience: 6
Notes:

Demographics:
- Male, 27 straight, international
- My country usually sends 10-15 candidates (mostly sponsored MBB) to T15 MBA programs every year, so not an ORM, I guess
- Best domestic school, BEing, GMAT 695

Working experience: quite a job hopper due to the startup nature
- Ex- consultant at a T2, top 5% performance for 2.5 yrs
- Started my own lending fintech, received seed fund from a banking-VC arm (

9
August 10, 2026 2:52pm ET
Applying: Chicago Booth, Columbia Business School, Dartmouth / Tuck, Duke / Fuqua, Harvard Business School, London Business School, Penn / Wharton, UVA / Darden, Yale SOM
Intake Year: 2027
Pre-MBA Career: Consulting
Post MBA Career: Finance, Investment Banking, FinTech
GRE: 332
GPA: 3.83
Years of Work Experience: 8
Location: London
Post MBA Location: US
Notes:

Profile: I’m an African applicant currently working in consulting at a Big 4 firm in London. I am planning to apply in Round 1 and Round 2.

Education:

* Top University in my country GPA:3.83/4.0 in Accounting and Finance
* GRE: 322 (Q163 / V169)
* I also have a second GRE score of (325) Q166 / V159 and am debating whether to submit both due to my quant score.

Work experience:

* 2 years in Financial Services Audit in Africa
* 2 years as Finance Lead for a global environmental services company in Africa
* 4 years in consulting at a Big 4 firm in London, with two promotions
* My consulting experience has focused on Finance transformation, IPO readiness and Pre/Post merger integration mostly for financial services firms

Extracurriculars:

* Teach and mentor underprivileged children.
* Director of an NGO focused on African youth development

Post-MBA goal:

* Investment Banking, ideally focusing on financial services coverage

Target schools:

* Harvard, Wharton, Columbia, Booth, Darden, Yale, Duke and Tuck

What I’d appreciate feedback on:

1. How competitive is my profile for my target schools.
2. How should I position my career progression and leadership experience to differentiate myself from the large pool of Big 4 consulting applicants?
3. Should I submit both scores or just the Q163/V169 score

7
August 10, 2026 2:48pm ET
Applying: Chicago Booth, Columbia Business School, Dartmouth / Tuck, Harvard Business School, London Business School, Penn / Wharton, UVA / Darden
Intake Year: 2027
Pre-MBA Career: Consulting
Post MBA Career: Investment Banking, Finance
GRE: 332
GPA: 3.83
Years of Work Experience: 8
Location: UK
Post MBA Location: US
Notes:

Profile: I’m an African applicant currently working in consulting at a Big 4 firm in London. I am planning to apply in Round 1 and Round 2.

Education:

* Top University in my country GPA:3.83/4.0 in Accounting and Finance
* GRE: 322 (Q163 / V169)
* I also have a second GRE score of (325) Q166 / V159 and am debating whether to submit both due to my quant score.

Work experience:

* 2 years in Financial Services Audit in Africa
* 2 years as Finance Lead for a global environmental services company in Africa
* 4 years in consulting at a Big 4 firm in London, with two promotions
* My consulting experience has focused on Finance transformation, IPO readiness and Pre/Post merger integration mostly for financial services firms

Extracurriculars:

* Teach and mentor underprivileged children.
* Director of an NGO focused on African youth development

Post-MBA goal:

* Investment Banking, ideally focusing on financial services coverage

Target schools:

* Harvard, Wharton, Columbia, Booth, Darden, Yale, Duke and Tuck

What I’d appreciate feedback on:

1. How competitive is my profile for my target schools.
2. How should I position my career progression and leadership experience to differentiate myself from the large pool of Big 4 consulting applicants?
3. Should I submit both scores or just the Q163/V169 score

3
August 10, 2026 9:38am ET
Applying: Harvard Business School, Penn / Wharton, Stanford GSB
Intake Year: 2027
Pre-MBA Career: Consulting
Post MBA Career: Other Industries
GRE: 318
GPA: 3.76
Years of Work Experience: 4
Location: United States
Post MBA Location: UK
Notes:

Interested in working with startups/enterpreneurship in EEMA, fintech. Think Moniepoint, TapTap Send, Blockchain, payments startup. I work at MBB in the US and have a 3.76 GPA from an Ivy+ university in the US. I have firm sponsorship. Strong leadership experience, started as project leader 1yr+6 months ahead of expectation. I have international work experience which is very tied to my career vision. Going to MBA to break out of consulting into impact investing and startups. the GRE V is my only weak spot. But I received a best thesis prize from undergrad which speaks to my written and verbal. I have asked my recommenders to speak on my verbal and written skills. Do i actually have a shot?

7
August 8, 2026 4:53pm ET
Applying: Carnegie Mellon / Tepper, Cornell / Johnson, Duke / Fuqua, Emory / Goizueta, Michigan / Ross, NYU Stern, UT Austin / McCombs
Intake Year: 2027
Pre-MBA Career: Equity Research at a FinTech
Post MBA Career: Jefferies Group, Bank of America Securities, Barclays, BNP Paribas, Centerview Partners, Credit Suisse, Evercore Partners, Greenhill & Co, Guggenheim Partners, Houlihan Lokey Inc, RBC Capital Markets, JP Morgan, Lazard Freres, Lincoln International, Moelis & Company, Morgan Stanley, Nomura, Piper Jaffray & Co, PJT Partners, Vanguard, Investment Banking, Finance, Asset Management, Bank of New York Mellon, Blackrock, Credit Agricole, Deutsche Bank, Fidelity, Goldman Sachs, Invesco, JP Morgan Asset Management, PIMCO, UBS Group
GMAT: 715
GPA: 2.99
Years of Work Experience: 3
Location: Canada
Post MBA Location: USA
12
August 8, 2026 3:31pm ET
Applying: Berkeley / Haas, Chicago Booth, Columbia Business School, Cornell / Johnson, Dartmouth / Tuck, Duke / Fuqua, Harvard Business School, Northwestern / Kellogg, Penn / Wharton, Stanford GSB, UVA / Darden, Yale SOM
Intake Year: 2028
Pre-MBA Career: Education / nonprofit
Post MBA Career: Consulting
GRE: 327
GPA: 3.98
Years of Work Experience: 6
Notes:

Male
Undergrad: Italian @ Ivy, 3.98/4.0 (top 5%)
Masters: MS in Education @ Northwestern, 4.0/4.0
GRE: 327 (163Q 164V 5.0 AWA)

Work exp:
- 1 year prestigious teaching fellowship
- 2 years teacher
- 2 years manager @ nonprofit

LORs: I think they will be decent to good, mentor from nonprofit job who hired me (only was there for 1 year) and new manager from next job (will have only known me for 1 year)

ECs: Pretty Strong

Short term goal: Consulting

Long-term goal: Leader at Education Foundation

Got laid off unfortunately due to org restructuring and have been looking for a job for 3 months. What jobs should I be targeting to help my profile, as I will be applying next year.

7
August 8, 2026 12:18am ET
Applying: Berkeley / Haas, Chicago Booth, Columbia Business School, Dartmouth / Tuck, Harvard Business School, Northwestern / Kellogg, Penn / Wharton
Intake Year: 2027
Pre-MBA Career: Consulting (Private Equity Group)
Post MBA Career: Consulting, Other, Finance, Private Equity
GRE: 332
GPA: 3.4
Years of Work Experience: 5.5
Location: Washington, DC
Post MBA Location: NYC/Boston
Notes:

Hi All! Here are my profile details:

28M Asian/indian
Status: On an H1-B with only 2 years used, will pause and use COS and will still have H1-B out of school post grad
Education:
Undergrad: Berkeley 3.4 GPA (slightly lower first couple years but 3.9 last 2 years + Dean’s list)
Masters: Duke Fuqua Masters in Management (3.9 GPA Fuqua Scholar top 10% of class)
GRE: 332 (168Q 164V 5.0 AWA)

ECs:
- led diversity recruiting teams and “safe space” teams to improve mental health awareness and holistic personnel development at workplaces
- founded couple diversity-focused consulting clubs on campus
- mentored underprivileged kids during college to job transition, including networking, recruitment, offer negotiation, etc.

Work exp:
- 2 years doing product and business development strategy at an innovation management startup (before MMS)
- post MMS:
- 6 months at top Econ consulting firm
- 1 year at consulting arm of F500 payments firm (think Visa, Mastercard, Amex)
- 2.5+ years at MM Private Equity Advisory shop working on CDD, VDD, growth strategy projects (2 promotions in 2 years and now at engagement manager level with top 25% bucket performance); firm is mostly ex MBB but more boutique brand level

Short term goal: Guaranteed return offer from firm at an SM/D level return post MBA with financial sponsorship so goal is to leverage courses and experiential learning to focus on helping MM/SMB funds have a stronger more fulsome approach to diligence to ownership to exit lifecycle. Feel like I have the DD and strategy chops but still missing some of the core investment-focused financial expertise and operational know how to help smaller funds end to end, especially first time funds and smaller funds that don’t have $$$ to afford full-scale diligence and value creation teams want to come back and spearhead building an AI-led but strategy oriented diligence service that can be scaled across SMB/MM; granted there are a bunch of AI-led DD products out there but none have yet shown consistent sign of delivering real DD ROI, and value creation support

Long-term goal:
- try and transform the MM/SMB deals lifecycle/space: smaller funds need highly targeted and scalable support around DDs, advisory, exit strategy. SMBs need help transitioning ownership, selling to right buyer, maximizing multiples. Wish to create a platform that helps both sides (not on the same deals) with comprehensive financial and commercial/strategy insights during transaction process.

LORs should be strong and pretty highly thematic around leadership, innovation, incremental team contribution, and transformation.

Dream schools: R1 most specifically H and W (in the process of essays at the moment)
Overall target: rest of M7s (doing 3 more R1) and potentially Tuck and Haas/Stern (either R1 or R2 based on capacity)

Alternative post-MBA goals are around PE/growth equity investment roles in MM/LMM shops to get to similar LT goals.

Would love an honest profile eval around realistic chances at these schools, WHICH schools seem like the strongest fit, what I should focus on differentials over the next month plus, and where there are potential gaps.

11
August 6, 2026 9:21pm ET
Applying: Chicago Booth, Columbia Business School, Cornell / Johnson, Duke / Fuqua, Indiana / Kelley, Michigan / Ross, Northwestern / Kellogg, UCLA Anderson, UT Austin / McCombs, UVA / Darden, Yale SOM
Intake Year: 2027
Pre-MBA Career: Energy Sector
Post MBA Career: Investment Banking, Other Industries, Finance, McKinsey, BCG, Bain, Consulting
GMAT: 675
GPA: 9.21
Years of Work Experience: 3
Location: India
Notes:

I'm an engineer working in digital transformation at a Fortune 100 energy company with approximately three years of experience by matriculation. My role involves translating business requirements into SAP solutions while working across global stakeholders on transformation programs, process improvements, migrations, upgrades, and business divestments. I've also had opportunities to lead initiatives beyond my formal responsibilities and was promoted relatively early.

Outside work, community building has been a consistent theme throughout my journey. During university, I was involved across technical, entrepreneurship, photography, and comedy etc organized a startup recruitment fair connecting startups with students, and helped build student learning initiatives. At work, I've continued that pattern by introducing team traditions and contributing to DEI initiatives.

Post-MBA I'm targeting consulting (ideally MBB or another top strategy firm) before transitioning into corporate strategy or product leadership within the energy/technology space.

My application theme focuses less on technical expertise and more on being someone who creates momentum, builds communities, and influences change without formal authority.

I'd appreciate feedback on:

Competitiveness for these schools.
Whether my positioning is differentiated.
Scholarship prospects.
Any gaps you see in my profile or story.

6
August 6, 2026 6:33am ET
Applying: Columbia Business School, Dartmouth / Tuck, Duke / Fuqua, Harvard Business School, MIT Sloan, Yale SOM
Intake Year: 2027
Pre-MBA Career: Policy Analyst
Post MBA Career: Undecided, Energy
GRE: 332
GPA: 3.86
Years of Work Experience: 3
Location: Boston
Post MBA Location: Boston
Notes:

Have worked in strategy/policy at a large utility for 3 or so years now, mostly focused on transmission and energy policy. Much more focused on policy but I have some financial experience. Lots of experience with data center interconnection and large load policy, which I would look to use to my advantage in applications.

Completed Yale Financing Clean Energy 6 month course

Promotion is very likely around November or so. It's mostly a title change, but it should also come with more responsibility.

Strong volunteer experience coaching youth sports.

7
August 3, 2026 1:17pm ET
Applying: Chicago Booth, Dartmouth / Tuck, Duke / Fuqua, Northwestern / Kellogg, NYU Stern, Penn / Wharton, UVA / Darden
Intake Year: 2028
Pre-MBA Career: Big 4 Consulting
Post MBA Career: Health Care, Management Consulting, Technology, Consulting
GRE: 332
GPA: 3.88
Years of Work Experience: 5
Location: DC
6
July 30, 2026 5:40pm ET
Applying: Cambridge / Judge, HEC Paris, IESE, INSEAD, London Business School, Oxford / Saïd
Intake Year: 2027
Pre-MBA Career: Technology
Post MBA Career: Technology
GMAT: 665
GPA: 8.2
Years of Work Experience: 4
Location: Japan
9
July 30, 2026 11:00am ET
Applying: Berkeley / Haas, Carnegie Mellon / Tepper, Emory / Goizueta, Georgia Tech / Scheller, Michigan / Ross, MIT Sloan, UT Austin / McCombs, UVA / Darden, Vanderbilt / Owen
Intake Year: 2027
Pre-MBA Career: Data Scientist
Post MBA Career: Technology
GMAT: 685
GPA: 7.87
Years of Work Experience: 4
Location: India
Notes:

Product Manager as a short term goal - has an effect on my chances?

Hello, thanks for taking your time to review my request.

I am a data scientist who built actual A.I models in the past along with publishing a patent. I worked at a deep tech startup based in Cali (but had an office in India where I worked from) where I built core A.I model of a product whose annual recurring revenue was $18M with 7 fortune 500 clients. Also collaborated in another product that had a $5M revenue but a single client. Received two promotions starting from Intern -> DS 1 -> DS2 in 3.5 years. The A.I model I built had a 10x throughput (meaning 10 times faster than an actual human) and I helped (along with product manager) in redesigning workflows in org. Before I started working in the A.I model, the revenue was $5M (ofcourse not just me but a lot of people were involved here).

In current role at a big MNC, although I don't build A.I, it's still technical work where I own a dataset which is sold to various customers. The dataset was handled by an external consultant for 27 years when the company hired me to bring it in-house. My manager and everyone in team are economists and I was the solo technical guy - so it was a huge responsibility to have their faith in me. Within an year, I had great success, a new annual release of the dataset so far resulted in revenue increase by 4x. The improved dataset allowed my team (who are full of economists, I am the only tech guy in the team) to get consultancy projects with major international organizations (Governments, International Non-Profit orgs think UN, Finance institutions). I helped with the technical analysis behind the projects as well. Received 120% annual bonus as well. The value of consultancy projects would be at least $400,000 (we are a small team of 6) and based in Europe (I work remote from India).

Now for my short term goal for my MBA essays, I am planning to mention Product manager because:
1. I currently lead a product (dataset to be precise) - end to end from technical development, future outlooks, participation in sales call.
2. Experience building the core A.I product in a startup.

The issue is I am also open to consultancy too. I am also aware some schools like Duke or Yale don't really have much outcomes of students getting into product manager or tech. Will having product manager as short term goal effect my application to such colleges?

I am an Indian graduated from IIT (equivalent to Ivy League) with 4yrs Workex will be having 5 when I join MBA. Gmat is 685 and my school shortlists include Foster, McCombs, Scheller, Emory (all in major cities so better chance of getting a job), Tepper-Darden-Duke-Ross are slightly ambitious schools in my opinion for me and will apply to Owen as well. MIT or Haas will be my dream admits.

I'm not looking at T10 because coming from over-represented group reduces my chances and scholarships too.

What I would like to get an opinion of:
1. Will product manager as a short term goal suffice for schools that are finance or consulting heavy? I'm open to consulting as short term goal but perhaps tough to convince the adcom? I can figure out what I actually want once I'm in B-school but before that I need to get an admit.
2. Am I underselling myself by applying to above colleges or am I being reasonable.
3. Although at my startup the product revenue increased from $5M to $18M during my tenure with my A.I model being a core driver, I hope it's ok if I claim the revenue increase without mentioning many others who worked on it as well (such as sales, my manager etc). I see this is a common trend in the industry where it is taken for obvious that others would also be part of revenue improvements.

Please note I'm not a data analyst, a data analyst's work is not highly technical but my work is. I'm closer to a software engineer than a data analyst.
Also no volunteering experience (it's not a culture in India, anyone who says otherwise would have worked less than 15hrs a year on it.)
I am a big economics geek as well, I read annual reports of companies, read the FED's forecasts & speeches too. Also a screenplay writer for shortfilms (part of a small film group).

Appreciate your time and input
Rishi

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