Florida Warrington MBA Recommendation Questions
The University of Florida (UF) Warrington College of Business MBA application requires two professional recommendations to help evaluate the applicant’s performance within an organization, whether the degree program is the right fit and their potential for business leadership. Current and former supervisors are preferred, but you can select anyone who can speak to your professional abilities. Recommendations should not be submitted by friends, relatives, or former professors. If an applicant knows a current UF MBA student or alum, they can serve as a recommender by providing a brief endorsement directly to an admissions representative. In lieu of the UF Warrington MBA recommendation form, the school also accepts the GMAC Common Letter of Recommendation, or recommenders can also upload their own written evaluation. The UF Warrington MBA recommendation questions are below.
2025-2026 UF Warrington MBA Recommendation Questions
Section 1
Applicant information
Recommender information (title, institution)
Section 2: Applicant Rating
Please rate the applicant with others of the same academic level. It is important to the applicant that you give a percentage rating on the grid below as well as a written evaluation. If you are not able to judge in any category, please explain why in your written evaluation.
Recommenders are asked to use the following scale, with the “upper” option also requiring a drop-down selection of 1-9% for each characteristic:
- Unable to Observe
- Lower Third
- Middle Third
- Upper Third
- Top 10%
- Upper ___%
Characteristics to be rated:
- Competence in Chosen Field
- Motivation and Diligence
- Creativity/Research Potential
- Intellectual Ability and Critical Thinking
- Teaching Potential
- Emotional Maturity
Section 3: Written Evaluation
Please provide a written evaluation of the applicant’s suitability as a graduate student. How long have you known the applicant, and in what capacity?
MBA Applywire
Background: 27, male, SouthAsia (non Indian). Top national undergrad, GPA just under 3, strong GRE (330/167Q).
Experience 5 years: Founder of a cross border consumer-electronics venture (led a successful B2B pivot) operating over 3 continents, and Director of Ops & Supply Chain at a Regional distribution company (in a similar domain to my own business).
Leadership: Elected civic role (thousands of constituents); founded an award-winning COVID relief effort.
Goals: Short-term consulting (MBB/T2, ops & transformation). long-term to build an advisory firm for emerging-market SMEs.
I have a strong academic background and a multidisciplinary profile across economics, technology policy, and social impact. I scored 92.4% in Class 12 and completed my undergraduate degree from a Tier-I college under the University of Delhi with a CGPA of 8.54/10. I further pursued a one-year full-time Post Graduate Diploma from the Indian Statistical Institute, where I scored 76.3% and graduated as the topper of my batch.
Professionally, I have around 4.5 years of experience across the tech policy and social impact consulting space. I began my career as an economist at a boutique technology policy consulting firm, where I worked on research and advisory projects at the intersection of digital economy, regulation, and public policy. I then worked closely with a state government as part of a fellowship, gaining hands-on experience in policy implementation and government systems. Currently, I work with a prominent Section 8 company in the e-commerce space, contributing to initiatives focused on digital commerce, inclusion, and ecosystem development.
Overall, my profile brings together strong quantitative training, policy experience, government exposure, and impact-oriented work in India’s digital economy.
Experience includes technical leadership, instructor tenure and digital transformation initiatives. Led cross functional teams and managed projects with multiple stakeholders.
Preference for STEM designated MBA. Scholarship opportunities are a major factor in school selection.
Would appreciate feedback on whether my profile is better suited for consulting or PM roles post MBA?
I want to provide a clear picture of my background, impact, and what drives me. I hold a B.Eng. in Civil Engineering, but I pivoted my career to finance, strategy, and operations. My profile is defined by hands-on business operations, a strong "Builder/Product" mindset in consulting, and community leadership.
Early Business Foundations (Family Automotive Business):
Before entering corporate consulting, I worked as a Digital Operations & Strategy Analyst at my family's automotive business. I transitioned the company from a low-foot-traffic physical storefront to an inbound digital sales model. I managed a rotating digital inventory of 20-25 vehicles across major automotive marketplaces. I also conducted pricing analysis using national pricing index trends and tested multiple acquisition channels to focus exclusively on high-intent leads. This hands-on commercial experience was the catalyst for my pivot into corporate strategy.
Professional Impact & Tech Automations (Big 4 Firm - Risk Consulting):
Currently, I work as a Business Consultant in Risk Advisory at a Big 4 firm, executing SOX controls testing for enterprise clients across 10+ countries. In my daily routine, I actively hunt for operational bottlenecks. For example, in a recent project auditing an industrial automation multinational, my team was tasked with manually reviewing 104 complex contracts and measurement bulletins. Recognizing the severe inefficiency, I mapped the workflow and implemented an AI-driven solution using Microsoft Copilot, Python, and VBA to extract data directly from system prints. Furthermore, I utilized DataSnipper and custom AI prompts to eliminate manual data entry, directly contributing to the fastest Phase 3 SOX delivery in the client's history for the EME region. I also acted as the sole regional beta tester for the firm's proprietary GenAI platform, providing direct UX and functional feedback to the US-based Product Management team.
Extracurricular Leadership (The Community Builder):
Outside of the corporate world, I am the Co-Founder and Treasurer of a local non-profit baseball association. I built custom Excel tracking models for our P&L and drove recurring revenue through multi-year commercial partnerships at major regional cultural events. I spearheaded grassroots expansion by partnering with local schools, successfully scaling the active organization to over 120 engaged community members.
Post-MBA Goals:
I am targeting MBB consulting post-MBA to rapidly pay off potential debt and solidify my strategic acumen. This will function as a direct stepping stone into my ultimate goal: Senior Product Management (Tech PM) at a Big Tech firm.