Hello guys ~~
Quick intro: I am international Asian female who just graduated from undergrad. I was supposed to head for my investment banking full-time job in NYC (after receiving their return offer from my junior year's internship). Due to COVID-19 complications, I headed back home (another country) and reflected on my journey. Realizing IB is (affirmatively) not what I saw myself enjoy doing, I decided to quit the offer and planned to go back to school for a Master's in Applied Stats/Data Science (I have always wanted to pursue this route to later on work on social problems back in my country). People still call me crazy but I was finally able to take the steps I wanted and I am proud of myself for letting go at the right time.
Undergrad: Top 15 National University in the US
Majors: Applied Math / Minor in Econ
GPA: 3.9 / 4.0 for both major and overall
Relevant courses: Calc I, II, Multivariable Calc, Linear Algebra, Methods of Ord Diff Equs, Number Theory, Abstract Algebra, Discrete Math, Intro to Data Science, Econ Stats, Optimization. All A's except Abstract Algebra (B+). Taking online course in Time Series Analysis.
GRE: Taking soon, not sure what to expect ?
Research:
Sophomore summer: Research Assistant for Dept of Aeronautics (involved in the math portions only) at local university in home country
Since March 2020 (After going back home): Project Assistant for Space team for a national project funded by Foundation for Science and Tech Development. I am mostly involved with the optimization algorithms.
TA for a data mining course and methods of diff equs
Publication: One paper I co-authored is accepted and pending for publication
Work Experiences:
- Currently interning for local tech company on AI, Big data
- Investment banking summer analyst in Mergers & Acquisitions in New York City
- Interned for the State to solve a social issue, in charge of data analysis using Excel, but later took the initiative to use R to enhance my findings
Recommendation Letters: Tbh I am afraid of reaching out because I havent kept them updated after taking their classes, but I did build really good rapport with some of them. So 2 from my undergrad (a data science prof and a math prof) and 1 from my current research supervisor at the local university back in my home country'
Goal: I am looking into applying for Top 20 Masters of Applied Stats/Data Science at UPenn, JHU, UChi, Harvard, Columbia, Stanford.
I know I am reaching here but I really want to see what I am capable of after so many self-agonizing doubts about my decision to quit the job.
I am concerned about my lack of Stats background (during undergrad I never thought I would do applied stats; thats why I only took econ stats).
I don't know if my profile is competitive for these top 20 masters programs? If not, is there anything I could do to improve my chances of getting in? I also lack research experiences in the States (I was preoccupied with finding a job in IB; hence, only one summer research assistantship back home)
Any comments/advice would be greatly appreciated!! Thank you so so much in advance!