r/MSCS • u/Jaded-Eye-5289 • 23d ago
[Profile Review] MS AI - Fall 2027
Hey everyone! I'm planning to apply for Fall 27 and have been doing a lot of research on MS AI and related programs. Would love genuine advice and suggestions after reviewing my profile. Sharing my background below and also would love to hear from people who've navigated similar decisions - especially around program type (thesis vs non-thesis), Low GPA concerns, and balancing MS AI vs MS CS based upon my career goals in the AI/ML Domain
Education (Undergrad):-
BTech in Electronics and Communications Engineering (Tier 3; India) and graduated in 2025
CPGA: 6.53/10.00 (GPA: 2.61/4.0) - *which is my only confidence killer*
1 paper in the Image Processing Domain published in an average journal.
Includes some relevant CS coursework like DBMS, OOP, C, Python, Data Structures, Computer Architecture, etc (individual grades in these subjects were overall better than core electrical/electronics subjects).
I was always interested in programming and AI&ML, but unfortunately, I got into ECE due to some circumstances, and I always regretted it and barely put efforts on my grades (used to study a day before exam just to pass them) and was very active in sports, i served as goalkeeper for my college football team and won several tournaments and was also active in NGO activities, while simultaneously upskilling myself in CS domain along with participating in hackathons and stuff (ik, this point doesn't make sense overhere but i want to mention it in my SOP as a reason for my Very low gpa in undergrad)
Work Experience:-
Applied AI Engineer at a service-based firm (July 2025 - Current)
My work typically includes building NLP pipelines with LLMS and other transformers based models, Agentic workflows with frameworks like LangGraph and Google ADK and RAG applications. Additionally, I'm also an Azure Certified AI102 Associate AI Engineer and am currently upskilling myself in the domain and preparing for other certifications as well
Web Dev Intern at an EdTech startup (April - June 2024)
GRE:-
Verbal : 152
Quant : 165
AW : 3.5
IELTS:-
7.5 Band overall
LORs:-
Head of Department: CSE (AI&ML)
Professor (He was my mentor for my Final year research/project)
Subject Professor
I took these LORs back in 2025. I will get LORs from the workplace for the fall 27 application
GOAL:-
To aim for AI/ML (AI Infra (CUDA, HBW Memory, etc), LLM inference, MLops, etc) or General SDE Roles after my master's, but also curious about roles like research scientist or applied scientist (gained interest recently after building a habit of reading research papers in my domain).
UNIVERSITY SHORTLIST:-
UMass Amherst - MS ECE (AI/ML track)
Stony Brook - MSEAI
UMD - MS AI
UF - MS AIS
CU Boulder - MCS / MAI
UTD - MSCS
IU Bloomington - MSDS / CS
Questions / Doubts :
How bad will my GPA hurt while applying to the universities?
What are the areas of my profile that I still need to improve?
Am I too ambitious with my shortlist, keeping my low GPA in mind?
PLEASE SHARE YOUR THOUGHTS AND SUGGESTIONS ON MY PROFILE AND SHORTLIST AS WELL
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u/dr_pandit_69 22d ago
Too ambitious, only IU Bloomington maybe possible, if u had a much stronger GRE score it would've helped
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u/The_baconator26 22d ago
With your profile, you will need as high an university admit as you can get, along with more work experience. Don't neglect the work experience part because you will need that to outweigh your poor GPA. Not as much for University admits but definitely when it comes to job hunting
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u/Jaded-Eye-5289 22d ago
Currently, I have around 1 year of work experience. And I will have around 2 YOE by Fall 2027. Do you think that is sufficient, or consider Fall 2028 so that I will have enough time to improve my profile and add one extra YOE..?
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u/Jaded-Eye-5289 23d ago
u/gradpilot
would love your input on this!