Abroadly Inc.
Case studies

Two to three new admissions breakdowns every week.

Each case study follows one applicant profile: the numbers, the sticking point, the strategy, and what changed in the file. Written from our admissions research base, published live every Monday.

Washington University in St. Louis (Olin Business School)Master of Science in Finance (Quantitative Track)

Bridging Pure Statistics to Algorithmic Asset Pricing: Securing WashU Olin Quantitative MSF

How a direct-from-college statistics major transformed theoretical coursework and econometric projects into an early admit and merit scholarship at WashU Olin’s Quantitative MSF.

B.Sc. Statistics and Mathematics, St. Xavier's College · GPA 3.65 / 4.0 (converted) · GMAT Focus Edition 685 (97th percentile) · 0 years (Two institutional research internships in econometric time-series)

Stanford University (School of Engineering)Master of Science in Management Science and Engineering (MS&E)

Beyond the IIT Merit Baseline: Unlocking Institutional Fellowship at Stanford MS&E

How an elite Indian Institute of Technology graduate moved beyond brand pedigree and perfect test scores to articulate a distinct sociotechnical research agenda at Stanford MS&E.

B.Tech Electrical Engineering, IIT Madras · GPA 3.82 / 4.0 · GRE 334 (Q170, V164) · 18 months applied ML research and energy systems modeling

Carnegie Mellon University (Heinz College)Master of Information Systems Management (MISM)

From Mechanical CAD to Systems Architecture: Navigating the CMU Heinz MISM Pivot

How an automotive manufacturing engineer repositioned early telemetry and shop-floor automation work into a compelling systems architecture narrative for Carnegie Mellon Heinz MISM.

B.E. Mechanical Engineering, Pune University · GPA 3.38 / 4.0 (converted) · GRE 326 (Q168, V158) · 24 months in automotive manufacturing engineering

Emory University (Goizueta Business School)Master of Science in Business Analytics (MSBA)

From Bhopal to Goizueta: How a 3.19 GPA Regional Profile Unlocked Emory MSBA

How an electronics graduate from a Tier-2 Indian university overcame an underwhelming 3.19 GPA by leveraging high-quant test scores and practical supply-chain problem solving to secure an admit and merit aid at Emory Goizueta.

B.Tech in Electronics & Communication, RGPV Bhopal · GPA 3.19 / 4.0 (converted) · GRE 324 (Q168, V156) · 18 months at a mid-tier logistics supply firm

Boston University (Questrom School of Business)Master of Science in Mathematical Finance & Financial Technology (MSMFT)

From Pure Mathematics to Quantitative Finance: Securing BU Questrom MSMFT Direct from College

How a graduating mathematics student from Delhi University turned zero full-time work experience into an asset, securing admission and merit aid to BU Questrom's Mathematical Finance & Financial Technology program.

B.Sc. (Hons) Mathematics, University of Delhi · GPA 3.62 / 4.0 (converted) · GRE 331 (Q170, V161) · 0 years (Direct from undergrad; two summer research internships)

University of Pennsylvania (School of Engineering and Applied Science)Master of Computer and Information Technology (MCIT)

Engineering the Structural Pivot: A Civil Engineer's Pathway to UPenn MCIT

Navigating the leap from structural engineering to formal computing: How a non-CS graduate leveraged computational modeling experience and structured bridging coursework to secure an admit at UPenn's prestigious MCIT program.

B.E. in Civil Engineering, Savitribai Phule Pune University · GPA 3.48 / 4.0 (converted) · GRE 328 (Q169, V159) · 24 months in computational structural analysis

Columbia UniversityMaster of Science in Financial Engineering (MSFE)

Rebuilding the Quantitative Ledger: How an Overlooked Reapplicant Secured Columbia MSFE

After facing blanket rejections with a 3.22 GPA, an electrical engineer from Bengaluru reset his candidacy with a 170 GRE Quant, audited advanced stochastic calculus, and secured an admit to Columbia University's premier Financial Engineering program.

B.Tech in Electrical and Electronics Engineering, Tier-2 State University · GPA 3.22 / 4.0 · GRE 331 (Q170, V161) · 18 months as risk modeling analyst at an offshore financial services firm

University of RochesterMaster of Science in Business Analytics (MSBA)

Reframing Regional Scale: How a 3.12 GPA from Indore Earned Merit Aid at Rochester Simon MSBA

Overcoming imposter syndrome and a 3.12 GPA from Indore, a regional logistics analyst leveraged a 655 GMAT Focus score and granular supply chain data stories to secure admission and merit aid at Rochester Simon's STEM-designated MSBA.

B.Com in Information Systems, Devi Ahilya Vishwavidyalaya · GPA 3.12 / 4.0 (converted) · GMAT Focus Edition 655 (90th percentile) · 14 months at a regional e-commerce logistics firm

University of ChicagoMaster of Science in Computer Science (MPCS)

From Mechanical Systems to Distributed Computing: A Non-CS Engineer's Pathway to UChicago MPCS

A mechanical engineer from Pune turned industrial telemetry scripting and a 168 GRE Quantitative score into a compelling software engineering transition, securing admission to the University of Chicago's rigorous MPCS program.

B.Tech in Mechanical Engineering, Savitribai Phule Pune University · GPA 3.38 / 4.0 (converted) · GRE 324 (Q168, V156) · 2 years in automotive telemetry and CAE modeling

Boston University (Questrom School of Business)Master of Science in Business Analytics (MSBA)

Reframing the Regional Non-CS Profile: How a 3.18 GPA from Lucknow Broke into BU Questrom MSBA

Facing self-doubt from a tier-2 regional engineering background and a 3.18 GPA, Nikhil turned real-world supply chain optimizations in eastern Uttar Pradesh into an unmistakable differentiator for BU Questrom's analytics cohort.

Dr. A.P.J. Abdul Kalam Technical University (B.Tech Mechanical) · GPA 3.18 / 4.0 (converted) · GRE 322 (Q168, V154) · 18 months as Operations Analyst at an agri-logistics firm

Georgia Institute of TechnologyMaster of Science in Analytics (MSA)

From an Initial Ding to a Cohort Spot: Resetting the Quant Narrative for Georgia Tech's In-Person MS Analytics

After facing blanket rejections in a previous cycle with a 3.05 GPA, Ananya retooled her approach by pairing a fresh 169 GRE Quant score with end-to-end production modeling experience to secure Georgia Tech's rigorous residential MSA.

Savitribai Phule Pune University (B.E. Electronics & Telecom) · GPA 3.05 / 4.0 (converted) · GRE 329 (Q169, V160) · 28 months as Credit Risk Analyst at a financial software firm

Massachusetts Institute of Technology (MIT Sloan School of Management)Master of Business Analytics (MBAn)

Beyond the IIT Merit Badge: How a High-Quant Technologist Unlocked an MIT Sloan MBAn Fellowship

Carrying an IIT Delhi degree and a 170 GRE Quant score is table stakes at MIT Sloan. Aditya broke through the ultra-competitive high-quant pool by pairing algorithmic optimization with real-world ethical deployment.

Indian Institute of Technology Delhi (B.Tech Mechanical) · GPA 3.84 / 4.0 · GRE 334 (Q170, V164) · 14 months at a venture-backed enterprise AI startup

Columbia University (Data Science Institute)Master of Science in Data Science (MSDS)

From Civil Infrastructure to Algorithmic Modeling: Navigating Columbia’s Data Science Institute as a Non-CS Major

How an infrastructure engineer successfully pivoted into Columbia’s premier Data Science Institute by establishing rigorous mathematical prerequisites and connecting domain expertise to urban informatics.

B.Tech in Civil Engineering (Tier-2 state university) · GPA 3.42 / 4.0 equivalent · GRE 328 (Q168, V160) · 2 years in infrastructure telemetry analytics

Dartmouth College (Thayer School of Engineering)Master of Engineering Management (MEM)

Managing Complex Systems: How a Manufacturing Lead Engineered an Admit to Dartmouth Thayer MEM

How an experienced manufacturing engineer leveraged 4.5 years of technical operations, cross-functional leadership, and supply chain problem-solving to secure an admit to Dartmouth Thayer's intimate MEM program.

B.E. in Mechanical Engineering (Top Regional College) · GPA 3.28 / 4.0 equivalent · GMAT Focus Edition 655 (Submitted) · 4.5 years in automotive systems manufacturing

University of California, Berkeley (Haas School of Business)Master of Financial Engineering (MFE)

From Pure Math to Quantitative Trading: Securing UC Berkeley Haas MFE Direct from College

How a fresh undergraduate mathematician turned mathematical rigor, competitive programming credentials, and targeted internship projects into an early-career admit at Berkeley Haas MFE.

B.Sc (Hons) in Mathematics & Computing (Specialized Institute) · GPA 3.68 / 4.0 equivalent · GRE 334 (Q170, V164) · 0 years full-time (2 quant trading summer internships)

Georgetown University (McDonough School of Business)Master of Science in Management (MiM)

Reframing Regional Scale: How a 3.14 GPA from Bhopal Unlocked Georgetown McDonough's MiM

Trapped in the demographic clustering of Indian commerce applicants with below-median GPAs, Karan repositioned his grounded family business supply chain operations into a differentiated narrative of ethical leadership and community impact.

B.Com, Barkatullah University · GPA 3.14 / 4.0 equivalent · GMAT Focus 645 (submitted as GPA counterweight) · 14 months, regional supply chain and distribution SME

Johns Hopkins University (Whiting School of Engineering)Master of Science in Data Science

Turning a Prior Ding into a Top Admit: Addressing the 3.05 GPA Gap for Johns Hopkins Data Science

After suffering across-the-board rejections during his first application cycle due to an unaddressed low undergraduate GPA and a test-waived file, Aditya rebuilt his candidacy through high-percentile GRE quant scores and evidence of industrial engineering excellence.

B.E. in Information Technology, Savitribai Phule Pune University · GPA 3.05 / 4.0 equivalent · GRE 331 (Quant 169, Verbal 162 - retaken post-ding) · 3 years, backend data engineering and ETL pipeline development

Carnegie Mellon UniversityMaster of Science in Computational Finance (MSCF)

Beyond the Pure-Quant Archetype: Securing Merit Aid for Carnegie Mellon's MSCF

With a near-perfect quantitative score from an Indian Institute of Technology, Ananya broke through the ultra-competitive computational finance pool by demonstrating cross-disciplinary communication, applied research depth, and precise financial engineering goals.

B.Tech in Mathematics & Computing, IIT Kharagpur · GPA 8.82 / 10.0 · GRE 334 (Quant 170, Verbal 164) · 10-month quantitative trading and stochastic modeling internship

Northwestern University (McCormick School of Engineering)Master of Engineering Management (MEM)

The Technical Lead's Management Blueprint: Cracking Northwestern MEM with Five Years of Systems Engineering

How an embedded systems lead with 4.5 years of technical experience shifted from code contributor to strategic leader, securing admission to Northwestern McCormick's flagship MEM.

B.E. in Electronics and Communication, VTU affiliate · GPA 3.28 / 4.0 · GRE 322 (Q166, V156) · 4.5 years in embedded systems engineering

Vanderbilt University (Owen Graduate School of Management)Master of Science in Finance (MSF)

From Campus Floor to Capital Markets: Navigating the Vanderbilt Owen MSF as a Direct-from-College Applicant

How a fresh mathematics graduate framed rigorous statistical modeling and boutique equity research internships to land an early admission and fellowship at Vanderbilt Owen MSF.

B.Sc. in Mathematics and Statistics, University of Mumbai affiliate · GPA 3.62 / 4.0 · GMAT Focus Edition 675 (approx. 96th percentile) · 0 years (2 summer internships in boutique equity research)

University of Michigan (Stephen M. Ross School of Business)Master of Business Analytics (MBAn)

The Pivot from Chemical Engineering to Predictive Modeling: Securing Michigan Ross MBAn

How an industrial operations engineer with a non-computer science background framed self-taught quantitative rigor and supply-chain domain expertise to crack the action-based Michigan Ross MBAn.

B.Tech in Chemical Engineering, State University · GPA 3.35 / 4.0 (converted) · GRE 324 (Q168, V156) · 2.5 years in industrial operations consulting

University of Notre Dame (Mendoza College of Business)Master of Science in Business Analytics (MSBA)

From Indore to Mendoza: How a 3.1 GPA Regional College Profile Cracked Notre Dame MSBA

Facing self-doubt from a non-elite undergrad and a below-median undergraduate GPA, Ananya pivoted away from generic IT resume framing to win a seat and partial merit award at Notre Dame Mendoza.

B.Tech in Information Technology, State University Affiliate · GPA 3.14 / 4.0 equivalent (7.1/10 CGPA) · GRE 323 (166 Quant, 157 Verbal) · 18 months, Associate Systems Engineer at an IT services firm

Massachusetts Institute of Technology (MIT Sloan School of Management)Master of Finance (MFin)

Beyond the BITS Pedigree: Unlocking an MIT Sloan MFin Fellowship

Possessing a top-tier brand name and elite quant scores is only table stakes at MIT Sloan. Here is how Rohan moved beyond mechanical prestige to demonstrate actionable market vision and win an MFin admit.

B.E. Mechanical & M.Sc. Economics (Dual Degree), BITS Pilani · GPA 8.82 / 10.0 CGPA · GMAT Focus 705 (99th percentile Quantitative) · 10 months, Quantitative Research Analyst at a boutique capital firm

Duke University (Pratt School of Engineering)Master of Engineering Management (MEMP)

Bridging the Technical-Management Divide: An Indian Software Engineer's Path to Duke MEMP

With over four years of deep engineering experience, Vikram risked sounding like an engineer who was simply tired of coding. Here is how he articulated a structured management thesis to secure a Duke MEMP admit.

B.Tech in Electronics & Communication, VTU Affiliate · GPA 3.38 / 4.0 equivalent (7.8/10 CGPA) · GRE Waived (Work Experience Exemption Approved) · 4.5 years, Senior Software Engineer at a Series-B Fintech Startup