[Profile Review] Direct PhD in UC Riverside

Hi everyone, I'm an international student from Pakistan currently pursuing a BS in Data Science, and I'm planning to apply for a direct PhD (Fall 2027) in Computer Science/AI-related fields. Here's my profile: CGPA: 3.65/4.0 after 6 semesters (expecting around 3.7 by graduation) IELTS: Planning to take it soon, aiming for 7.5+ GRE: Not planning to take it Research: 1 IEEE conference paper 1 Q1 journal paper (second author) 1 additional paper currently under review Recommendation Letters: Expecting three strong research-based letters from professors. My primary research interests are AI, machine learning, LLMs, retrieval-augmented generation (RAG), and related areas. My ultimate goal is to pursue a funded direct PhD, and UC Riverside is currently my top choice. I'd really appreciate honest feedback from people who have been admitted to UC campuses or are familiar with PhD admissions. Based on my profile, do you think I'm competitive for a direct PhD at UC Riverside? Are there any major weaknesses in my application? If you were in my position, what would you focus on over the next few months to maximize your chances of admission? Do you think my profile is competitive for other UC ca…

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