Computer Science | MCA | Machine Learning & Data Analysis
I am a postgraduate student in Computer Applications with strong interest in academic research, data analysis, and applied machine learning. I aim to support faculty members in research and academic activities as an Academic Associate.
Developed an SVM-based classification model with feature selection optimized using nature-inspired algorithms. Focused on preprocessing, evaluation, and analytical interpretation as part of postgraduate coursework.
Python · Scikit-learn · OpenCV · Pandas · NumPy
Performed comparative analysis of Logistic Regression, Decision Tree, Random Forest, and SVM. Addressed class imbalance using SMOTE and evaluated models using standard metrics.
Python · Scikit-learn · Pandas · Matplotlib