🎯 How Selection Works (Profile Evaluation)

"It's not just about marks."

US colleges use a holistic review. They look at you as a human, not a number.

📊 The "Admit Formula"

Admission Committees score you on these 4 pillars:

1. GPA (Academics) - 40% Weightage

• Safe Zone: 8.5+ CGPA.
• Danger Zone: < 7.5 CGPA. (If low, you need a high GRE to compensate).
• Backlogs: 1-2 are okay. 5+ is a red flag.

2. Test Scores (GRE/TOEFL) - 20% Weightage

• GRE: A score of 320+ is the standard for Top 50 colleges.
• Quant: For CS, they care about Math. Aim for 165+/170.
• TOEFL: Just pass the cutoff (usually 100/120). A 119 is same as 105.

3. Proof of Skill (Projects/Research) - 25% Weightage

• Work Experience: 2 years of work ex at a good company > 3 Research Papers.
• Research Papers: Published in IEEE/ACM conferences (Not paid journals).
• Projects: Real deployments, not "Titanic dataset".

4. Story (SOP/LOR) - 15% Weightage

• SOP: Can you write? do you have a vision?
• LOR: Did your professor actually like you? (Generic LORs hurt your application).

🔮 Predicting Your Chances

• Ambitious: Top 20 (CMU, Stanford, Georgia Tech). Need 9.0+ GPA + Research.
• Moderate: Rank 20-50 (ASU, Stony Brook, NCSU). Need 8.5+ GPA + 315 GRE.
• Safe: Rank 50-100 (UT Dallas, RIT). Need 7.5+ GPA.

Advice: Don't apply to only Ambitious colleges. You might end up with 0 admits. Apply 3-3-3.