
IIT Madras
2016 - 2020
B.Tech in Civil Engineering
GPA: 7.01 / 10
Image Recognition (Guide: Dr. Benny Raphael) Course Project (Jan’19-Apr’19)
2016 - 2020
B.Tech in Civil Engineering
GPA: 7.01 / 10
Image Recognition (Guide: Dr. Benny Raphael) Course Project (Jan’19-Apr’19)
- Built an image classification model based on the research paper “Striving for Simplicity: The All Convolutional Net”
- Applied deep learning techniques like CNN and used Max Pooling Techniques for dimensionality reduction
- Achieved an accuracy of 87.51% by tuning hyperparameters and optimizing the sigmoid loss function
- Examined risk factors affecting ambulance response times (ART) for trauma incidents to derive interventional measures
- Performed data visualization using matplotlib in Python for selecting variables of the MNL Regression model
- Developed a Multinomial Regression model for predicting Ambulance Response Time based on variables

