Type: International asian female
Bachelor&Master Institution: Undergrad at top 30 US school (according to US News)
Major: Double major in Data Science and Math
GPA: 3.97/4.0
Courses taken:
Calculus, Linear Algebra, Real Analysis, Probability, Statistics courses (with coding components), CS courses like Data Structures, Algorithms, all A's
Research experience:
1. Work with a phd student in freshman summer on Graph Neural Network (read the materials, but my part of the work is mostly front-end, did not turn into a paper)
2. Be in a project with a professor working on Transfer Learning (work during school year is very lowkey) since sophomore fall, then more research work during sophomore summer (currently), but doesn't write a paper for publication
3. Upcoming senior honors thesis in Math
Other experience:
1. One internship with an AI company in medical field (start-up, work is mostly research)
2. TA for a computer science course
3. One data science internship with a data-driven NPO (research environment, but also no paper came out of it)
Other information
1. Have a blog on TowardsDataScience, wrote some well-reaching articles (although more like tutorial-style articles)
2. Graduating college a year early (don't know if this is a plus or a minus)
3. Presented about a small machine learning project for a conference (not a conference on machine learning/ cs) with my mentor
4. A small school-level data science award
GRE: Quantitative >= 165
LOR: 3-5 (1 from senior thesis advisor, 1 from prof in department I've been doing research with, 1 from internship supervisor who has a good record of publications in the field and also has a phd from stanford, 2 other letters to be chosen from my mentor/another internship supervisor/my academic advisor who all know me from average to well)
I'm trying to get an idea what my school list should be based on what I'm having currently. I already have an idea of the research topic I want to pursue in the future to write about in my SOP, which aligns closely with the research experience I've done. I've received advice that rec letters are most important, but I think many applicants have that, as well as really good research background/publications, so I'm trying to see where I'm standing. I appreciate any help in advance!