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Under MAP’s Team Ownership Model™, Title Sponsors don’t just support a fellowship — they build their own pipeline. Guggenheim’s 2025 Diamond League title sponsorship activated the full Create-A-Pipeline™ Engine, a system that studies what a firm values most and generates a repeatable early-talent model around it.
Fall Rank: 5 out of 63
School: Harvard University
Sport: Swimming & Diving 🏊♀️
Hometown: Charlotte, NC
Graduation Year: 2028
Major(s): Applied Mathematics
Minor(s): Economics
GPA: 3.95
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Fall Rank: 13 out of 63
School: Harvard University
Sport: Rowing 🚣
Hometown: Bedford, NH
Graduation Year: 2028
Major(s): Applied Mathematics
Minor(s): N/A
GPA: 3.93
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Fall Rank: 17 out of 63
School: U. Michigan - Ann Arbor
Sport: Rowing 🚣
Hometown: Roslyn Heights, NY
Graduation Year: 2028
Major(s): Business Administration
Minor(s): N/A
GPA: 3.6
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* The three Diamond League Fellows who earned invitations to FOCUS served as the foundation. From there, MAP dissected their profiles using our own framework — the Intangibles, Tangibles, and Technicals that consistently undergird success across our top banking partners. By mapping those traits against Guggenheim’s analyst role, we reverse-engineered a firm-aligned hiring formula rooted in real performance data, not guesswork.
The Intangibles Index™ measures the human side of analyst potential — composure, communication, competitiveness, presence, and leadership. It evaluates how well candidates tell their stories, handle pressure, and show personality in professional settings.
IIX™ combines athletic identity, personality code fit, leadership style, and live interview performance to reveal how naturally a student can thrive when work becomes ambiguous and challenging situations arise.
The Tangibles Index™ captures the academic and résumé-based signals that reflect readiness for banking’s analytical workload. It weighs GPA strength, major rigor, school competitiveness, outside-sport commitments, and structured interview performance.
TAX™ highlights candidates who execute with discipline, manage demanding calendars without sacrificing performance, and consistently produce reliable, high-quality output from day one.
The Technicals Index™ evaluates how closely a candidate aligns with real analyst responsibilities. It measures case-phase ownership, technical assessment performance, and industry-relevant experience in modeling, valuation, and market analysis.
TIX™ rewards analytical precision, accounting fluency, and the ability to convert training into structured work product — providing a clear read on who can contribute immediately under real timelines and expectations.

A 360° decision-making tool that lets companies evaluate our athletes holistically or zoom in on the qualities they value most — whether that’s intangibles, tangibles, or technical strength.
— Olivia Ty • Diamond League '25 • Georgetown Golf '28
# of Fellows Admitted: 63
Average GPA: 3.72
Different Sports Represented: 17
New Brand Awareness: +70%
Business/Econ/Finance Majors: 76%
Attend Top 50 Universities: 100%
📌 30 out of 63 (~46%) of our 2025 Diamond League Fellows who entered Phase 1 (Regular Season) advanced to Phase 2 (Playoffs) after a comprehensive series of technical, behavioral, and case-based evaluations.
All featured Fellows are Class of 2028 athletes on MAP's Investment Banking track who advanced to Phase 2 (Playoffs). Each scouting profile delivers a complete 360° view: résumé, LinkedIn, academic snapshot, and Game Film capturing their most refined reps.

















Fall Rank: 19 out of 63
School: Princeton University
Sport: Golf ⛳
Hometown: Glendale, CA
Graduation Year: 2028
Major(s): Economics
Minor(s): Finance & French
GPA: 3.32
Fall Rank: 9 out of 63
School: Columbia University
Sport: Rowing 🚣
Hometown: Greenwich, CT
Graduation Year: 2028
Major(s): Financial Economics
Minor(s): N/A
GPA: 3.5
Fall Rank: 22 out of 63
School: University of Pennsylvania
Sport: Football 🏈
Hometown: Boonton, NJ
Graduation Year: 2028
Major(s): Economics & Mathematics
Minor(s): Statistics
GPA: 3.85
Fall Rank: 23 out of 63
School: Cornell University
Sport: Polo 🐎
Hometown: Orinda, CA
Graduation Year: 2028
Major(s): Viticulture & Enology
Minor(s): Information Science
GPA: 3.8
Fall Rank: 2 out of 63
School: WashU in St. Louis
Sport: Swimming & Diving 🏊♀️
Hometown: Chicago, IL
Graduation Year: 2028
Major(s): Psychology
Minor(s): French
GPA: 3.77
Fall Rank: 7 out of 63
School: Amherst College
Sport: Squash 🥅
Hometown: Greenwich, CT
Graduation Year: 2028
Major(s): American Studies
Minor(s): N/A
GPA: 3.92
Fall Rank: 3 out of 63
School: Harvard University
Sport: Swimming & Diving 🏊♀️
Hometown: Dana Point, CA
Graduation Year: 2028
Major(s): Applied Mathematics
Minor(s): N/A
GPA: 3.52
Fall Rank: 20 out of 63
School: Columbia University
Sport: Golf ⛳
Hometown: San Diego, CA
Graduation Year: 2028
Major(s): Financial Economics
Minor(s): N/A
GPA: 3.7
Fall Rank: 27 out of 63
School: Duke University
Sport: Fencing 🤺
Hometown: Pelham, NY
Graduation Year: 2028
Major(s): Comp Sci. & Statistics
Minor(s): Finance
GPA: 3.96
Fall Rank: 13 out of 63
School: Harvard University
Sport: Rowing 🚣
Hometown: Bedford, NH
Graduation Year: 2028
Major(s): Applied Mathematics
Minor(s): N/A
GPA: 3.93
Fall Rank: 28 out of 63
School: Princeton University
Sport: Football 🏈
Hometown: Trussville, AL
Graduation Year: 2028
Major(s): Economics
Minor(s): N/A
GPA: 3.1
Fall Rank: 12 out of 63
School: Georgetown University
Sport: Field Hockey 🏑
Hometown: Lake Forest, IL
Graduation Year: 2028
Major(s): Global Business
Minor(s): Spanish
GPA: 3.72
Fall Rank: 5 out of 63
School: Harvard University
Sport: Swimming & Diving 🏊♀️
Hometown: Charlotte, NC
Graduation Year: 2028
Major(s): Applied Mathematics
Minor(s): Economics
GPA: 3.95
Fall Rank: 14 out of 63
School: UNC Chapel Hill
Sport: Fencing 🤺
Hometown: Cresskill, NJ
Graduation Year: 2028
Major(s): Business Administration
Minor(s): Statistics & Analytics
GPA: 3.9
Fall Rank: 11 out of 63
School: Stanford University
Sport: Swimming & Diving 🏊♀️
Hometown: Spanishport, AL
Graduation Year: 2028
Major(s): Economics
Minor(s): Data Science
GPA: 3.3
Fall Rank: 15 out of 63
School: UNC Chapel Hill
Sport: Track & Field 🏃
Hometown: Cary, NC
Graduation Year: 2028
Major(s): Economics
Minor(s): N/A
GPA: 3.4
Fall Rank: 6 out of 63
School: Columbia University
Sport: Rowing 🚣
Hometown: Marblehead, MA
Graduation Year: 2028
Major(s): Financial Economics
Minor(s): Rowing
GPA: 3.94
Fall Rank: 18 out of 63
School: Georgetown University
Sport: Softball 🥎
Hometown: Greensburg, PA
Graduation Year: 2028
Major(s): Global Business
Minor(s): N/A
GPA: 3.7
Fall Rank: 24 out of 63
School: Columbia University
Sport: Rowing 🚣
Hometown: London, England
Graduation Year: 2028
Major(s): Mechanical Engineering
Minor(s): Computer Science
GPA: 3.5
Fall Rank: 29 out of 63
School: UC Berkeley
Sport: Lacrosse 🥍
Hometown: Palos Verdes Estates, CA
Graduation Year: 2028
Major(s): Economics
Minor(s): N/A
GPA: 3.8
Fall Rank: 26 out of 63
School: Columbia University
Sport: Track & Field 🏃
Hometown: Rexford, NY
Graduation Year: 2028
Major(s): Financial Economics
Minor(s): N/A
GPA: 3.5
Fall Rank: 17 out of 63
School: U. Michigan - Ann Arbor
Sport: Rowing 🚣
Hometown: Roslyn Heights, NY
Graduation Year: 2028
Major(s): Business Administration
Minor(s): N/A
GPA: 3.6
Fall Rank: 10 out of 63
School: Georgetown University
Sport: Golf ⛳
Hometown: San Diego, CA
Graduation Year: 2028
Major(s): Business Administration
Minor(s): Business Management
GPA: 3.6
Fall Rank: 8 out of 63
School: Yale University
Sport: Lacrosse 🥍
Hometown: Gaithersburg, MD
Graduation Year: 2028
Major(s): Science, Tech & Society
Minor(s): Innovation & Organization
GPA: 3.4
Fall Rank: 21 out of 63
School: Stanford University
Sport: Sailing ⛵
Hometown: Newport Beach, CA
Graduation Year: 2028
Major(s): Economics
Minor(s): N/A
GPA: 3.5
Fall Rank: 25 out of 63
School: Yale University
Sport: Ice Hockey 🏒
Hometown: Westwood, MA
Graduation Year: 2028
Major(s): Economics
Minor(s): N/A
GPA: 3.76
Fall Rank: 16 out of 63
School: Columbia University
Sport: Swimming & Diving 🏊♀️
Hometown: Larkspur, CA
Graduation Year: 2028
Major(s): Operations Research
Minor(s): Applied Math & AI
GPA: 3.2
Fall Rank: 4 out of 63
School: University of Pennsylvania
Sport: Swimming & Diving 🏊♀️
Hometown: Palo Alto, CA
Graduation Year: 2028
Major(s): Mechanical Engineering
Minor(s): Applied Mechanics
GPA: 3.92
Fall Rank: 1 out of 63
School: Northwestern University
Sport: Tennis 🎾
Hometown: Kirkland, WA
Graduation Year: 2028
Major(s): Economics & Mathematics
Minor(s): Artificial Intelligence
GPA: 4.0
As we transition to our Winter 2026 cohort, we wanted to share an early look at the next wave of MAP talent entering the investment banking pipeline. Bank of America is this year’s Title Sponsor for the Winter Formula 1 Fellowship, bringing 47 new Class of 2028 athletes into a front-office-caliber curriculum. Using the same Create-A-Player tech that identified your 2025 FOCUS invitees, we reverse-engineered those profiles to flag three Winter IB prospects who fit the Guggenheim blueprint.

Winter Rank: 6 out of 47
School: Emory University
Sport: Soccer ⚽
Hometown: Seattle, WA
Graduation Year: 2028
Major(s): Finance
Minor(s): N/A
GPA: 3.75
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🎥 Watch Game Film Here

Winter Rank: 10 out of 47
School: Columbia University
Sport: Golf ⛳
Hometown: Naperville, IL
Graduation Year: 2028
Major(s): Financial Economics
Minor(s): N/A
GPA: 3.5
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🎥 Watch Game Film Here

Winter Rank: 11 out of 47
School: MIT
Sport: Lacrosse 🥍
Hometown: Easton, MA
Graduation Year: 2028
Major(s): Finance & Computer Science
Minor(s): Economics & Data Science
GPA: 5.0
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🎥 Watch Game Film Here
* Using the same Create-A-Player technology that helped identify your three 2025 FOCUS invitees, we reverse-engineered those profiles to surface three Class of 2028 prospects who best match Guggenheim’s historical success patterns: finance-specific experience, strong MAP performance, and the Podium Sweep/Hustler DNA your team tends to convert at a high rate. Below are the three recommended athletes based on that model.