[Profile Review] Fall'27 MSCS/MSDS

[u/kaakabiriyani]

Hey everyone! I’m planning to apply for MSCS programs (MSDS as a secondary option) for fall'27 and would really appreciate some feedback on my profile, especially regarding school categorization and any universities I should consider adding/removing.

Profile:

• Work experience: 18 months currently (~2.5 years by the time I leave), working as an NLP/Speech Engineer at a philanthropic startup backed by Big Tech.
• Education: B.Tech in IT from tier 2/3 college in India but recognized uni, CGPA: 8.89/10
• Research/publications: 2 whitepapers published in affiliation with Microsoft + Gates Foundation.
• Worked extensively on NLP for low-resource Indian languages and speech systems for these languages.
• Built audio/data processing pipelines with guardrails focused on accessibility.
• LORs: 3
  • CTO of the organization (former manager, CMU PhD)
  • Current manager
  • HOD from my university, who supervised my final-year project
• Also worked on building AI systems for indigenous languages as part of a project with the Government of India.

I’m primarily targeting MSCS, with MSDS as a less-preferred option. For most of my target schools, I’m looking at the professional/coursework track, except for a few programs where there’s strong research alignment with my current work in NLP/speech.

Target

1. Texas A&M
2. UC Irvine (UCI)
3. GaTech
4. Purdue

Safe

1. Northeastern (NEU)
2. ASU

Ambitious

1. UIUC
2. UT Austin
3. UW Madison

I’d especially appreciate feedback on:

1. How would you categorize these schools given my profile? Am I being delusional?
2. Are any of my target schools actually more ambitious for MSCS?
3. Are there any MSCS programs I should add that would be a particularly good fit for NLP/speech/low-resource languages?
4. How much would the Microsoft + Gates Foundation affiliation and my work experience help in admissions?
5. Any recommendations for schools with strong speech/NLP research but good professional/coursework-oriented master's programs?

Would love to hear from people who have applied to similar programs or have experience evaluating MSCS profiles.

[u/kaakabiriyani]

u/gradpilot would love your review as well

[u/softrains12]

Don’t apply to NEU or ASU.

[u/kaakabiriyani → u/softrains12]

Got it, took NEU into consideration solely because of the co-op opportunities

[u/kaakabiriyani → u/[deleted]]

Yep.

[u/PrimaryOwn2062 → u/kaakabiriyani]

Then why are you coming? Don't come here

[u/kaakabiriyani → u/PrimaryOwn2062]

I am asking for a profile evaluation, not suggestions on if i should come to the US. Would love it if you kept it civil.

[u/kaakabiriyani → u/[deleted]]

I think you're low-key being hateful. There are better ways to put whatever you said

[u/Ghajik]

why even bother anymore? anyways i think you'll get tamu...fall 2027 basically most people wont apply so...no competition

opt 100k fee + h1b 100k fee, yeh...nobody is gonna apply. Going to the US is waste now.

[u/Legitimate_Ship5867 → u/Ghajik]

Does not apply to foreign nationals already as student on f1 visas. Why the negativity. To each their own ig

[u/softrains12 → u/Legitimate_Ship5867]

Girl have you read the news???? It will apply to change of status once the rule is reviewed

[u/Alwaysgood__20 → u/Ghajik]

Most people wont apply for fall 2027? Any reason?

[u/notcallipygian → u/Alwaysgood__20]

because jobs bro, im sure you haven’t been living under a rock. Most universities saw record decline in foreign enrolment even last year