AI / ML Projects

Machine Learning & Deep Learning Implementations

Projects showcasing machine learning and deep learning models built using real-world datasets and practical implementations.

Machine Learning

Neural Network for Placement Outcome Classification

Python Neural Networks ML

Developed a neural network model to classify student placement outcomes using academic and performance-related features.

Data preprocessing and feature engineering
Model training and evaluation
Performance analysis and optimization

GitHub Repository

Deep Learning

Predicting Molecular Interactions from Protein Binding Images

3D-CNN VGG16 Deep Learning

Developed a hybrid deep learning model combining 3D-CNN and VGG16 to predict protein–ligand interactions using PDB-derived protein binding images.

Hybrid architecture using 3D-CNN and VGG16
Feature extraction from protein binding site images
Prediction of protein–ligand molecular interactions

GitHub Repository

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