Hi!
I'm a recent graduate planning on applying to PhD programs in statistics or data science for Fall 2020. My research interest lies in the field of Natural Language Processing.
Undergraduate Institution: Western-style university in Central Asia (Nazarbayev University)
Majors: Mathematics, minor in Economics
GPA: 3.57/4.0 (lower in the first year when my major was Chemical Engineering, and higher after I transferred to Math)
Type of Student: White Female
Relevant Courses:
Math & Statistics:
Calculus 1, 2, 3 (A, A, A)
Linear Algebra (A)
Probability (B)
Applied Statistical Methods (A)
Math Statistics (B)
Regression Analysis (A-)
Design of Experiments (A-)
Intro to Proofs (B+)
Real Analysis (B+)
Nonlinear Optimization (A)
Actuarial Math (A-)
Computer Science:
Programming for Scientists and Engineers (A)
Performance and Data Structures (B+)
Statistical Programming (A)
Other:
Econometrics (A)
Economics of Financial Markets (B)
Capstone Project in Math (A)
GRE General: Q 167 (91%) , V 152 (56%), AW 3.5 (41%)
Research Experience:
My research was generally focused on the development of computationally efficient and interpretable algorithms for obtaining word embeddings and sentence embeddings.
First publication: Springer "Lecture Notes in Computer Science", topic: NLP (word embeddings), first author, conference: CICLing 2019, top 10% of papers
Second paper: topic: NLP (sentence embeddings), submitted to AAAI 2020
Research internship in South Korea (UNIST), topic: networks theory
In plans: research internship at KAUST
1,5 years experience of working as RA
Work Experience:
Currently working as a Data Scientist in a Venture company
Letters of Recommendation:
One from the research advisor (I also took 3 classes from him)
One from an academic advisor (He is currently working at the University of Minnesota)
One from a professor of Nonlinear Optimization (previously he worked at University of British Columbia)
Concerns:
This year I was accepted to NYU MS in Data Science and UIUC MS in Statistics, but to the several financial circumstances, I was not able to join any for Fall 2019. That is why I changed my plan, and now I want to apply to the PhD program which could possibly provide the assistantship. I want to continue my research in the field of NLP, but after a search, I realized that most of the professors interested in NLP are working in CS departments (or even in linguistics), but my background is mostly related to Statistics. My dream university is NYU (Courant), but I am not sure about my chances. I will be happy to read your advice and grad schools suggestions. Thank you very much!