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July 27, 2026 12:03pm ET
Applying: Columbia Business School, Duke / Fuqua, Georgetown / McDonough, Michigan / Ross, NYU Stern, Penn / Wharton, UCLA Anderson
Intake Year: 2027
Pre-MBA Career: Home Services, Marketing Analytics & Operations
Post MBA Career: Finance, FinTech, American Express, Mastercard, Paypal, Visa
GMAT: 675
GPA: 3.73
Years of Work Experience: 5
Location: Bay Area, CA
Post MBA Location: New York or Bay Area
Notes:

Hi all, finalizing my applications for 7 schools - worked with a great consultant for essays. Just wanted some overall thoughts on my profile.

BACKGROUND & STATS
- Demographics: 26M, Asian, Bay Area CA
- Education: B.S. Computer Science, Minor in Entrepreneurship from a Top 15 US Public University (Top 40 overall)
- GPA: 3.73
- GMAT: 675 Focus Edition (Q86 / V85 / DI79)
- Years of Experience: Will have 5 YOE at matriculation

WORK EXPERIENCE
- Current Role (2+ years): Marketing Data Analyst (functioning as Marketing Operations Lead) at a PE-backed home services portfolio company. Originally joined as a Social Media Specialist and pivoted into a heavy data/ops role.
- Corporate Impact: Optimize an $8M annual marketing budget. Built granular attribution models that successfully convinced PE leadership to override generalized portfolio benchmarks and reallocate spend. Negotiated with PE parent's CTO on attribution methodology adopted across 26 portfolio companies.
- Entrepreneurial Venture (4+ years): Founder & Executive Producer of a digital media business. Scaled to 500K+ subscribers and 350M+ views, generating $170K+ in cumulative net profit at 80% margins. Built an autonomous content pipeline using Python and AI APIs, and negotiated promotional partnerships with major record labels (Sony, Capitol, etc.). Manage a remote team of 4.

EXTRACURRICULARS
- Volunteer Consulting: Act as an AI Advisor for an education nonprofit (training staff on AI workflows for grant writing) and a Marketing Automations Consultant for an environmental nonprofit (audited their CRM/email programs to cut SaaS costs by 36%).
- Eagle Scout: Led a team to build and donate computers to a local youth club to provide after-school tech access.
- Podcasting: Hosted and produced a video podcast focusing on sports and culture; managed a 5-person team and scaled the audience to 15K followers.
- Undergrad: Intramural sports captain (Basketball, Flag Football).

MBA GOALS & TARGET SCHOOLS
- Short-Term Goal: Pivot into a Product Marketing Manager role at a major payments/fintech company (Visa, Mastercard, Amex). I want to combine my CS background with my marketing ops experience and apply that to the payments space.
- Long-Term Goal: Build a vertical SaaS company that fixes payment infrastructure for home services businesses, which is an industry I know from the inside and one that's still running on tools built for somebody else.
- Target Schools: Stern is my top choice, along with CBS, also applying to Wharton, Ross, Fuqua, Anderson, and McDonough.

ESSAY DIRECTION
- Core arc: I came in with a CS degree, got hired to run social media, and ended up in the data seat because I kept finding money leaking out of stuff nobody was tracking. That's how I got interested in payments.
- Throughline: I learn a tool and then teach it to everyone around me. Automating my venture's content pipeline, training nonprofit staff on AI workflows, bringing up my direct report.
- Why MBA: I've picked up the operator skills by doing them. I want the finance and strategy foundation, plus the network, to go from running marketing to actually owning product decisions.