All work
Graduate Admissions Predictor
Machine Learning • Academic
Predictive model estimating admission probability using academic and profile signals.
- Project
- Academic
- Model
- Predictive
- Output
- Explainable
Overview
Predictive ML model analyzing academic profiles, research experience, and test scores to forecast graduate admissions probability with high accuracy.
What I built.
- 01Feature pipeline for applicant profile signals
- 02Comparative baseline and tuned model evaluation
- 03Interpretability for decision rationale
Tech specs
Under the hood.
- Python
- Pandas
- NumPy
- Scikit-Learn
- Matplotlib
Solid academic-to-practical ML problem framing and execution.