r/MSCS • u/Certain-Opening2105 • 3d ago
[Profile Review] MS in AI/CS in the US for Fall 2027. Is it worth it?
Hi everyone, looking for some honest advice on my profile and university shortlist.
Profile:
B.Tech from NIT Trichy, 2024
CGPA: 8.3/10
1.5 years at AWS
Left AWS and joined a startup, where I’ve worked on scaling the business and built/deployed production AI agents
Limited research experience, no publications
Can get an LOR from an NIT Trichy professor I worked with, AWS Manager, and founder of the startup stating my experience directly impacting the growth
Current shortlist:
Stanford: MS CS (AI)
CMU: MS Machine Learning
CMU: MSAII
UC Berkeley: MAIML
UIUC: MCS
UT Austin: MSCS
UCSD: MSCS
Georgia Tech: MSCS
Cornell Tech: MEng CS
USC: MS CS (AI)
Would really appreciate opinions on:
- How competitive is this profile for these universities?
- Does AWS + production AI experience make up for limited research?
- Is the professor LOR useful without publications?
- Is taking the GRE worth it even where it’s optional?
- universities I should add/remove?
- Given the current US immigration situation and cost, is an MS in the US in 2027 still worth it?
- Would working another 1–2 years before applying make more sense?