Portfolio

Checkout a few of my works

Image Classification using Convolutional Neural Network (PYTORCH)

Here, I improved the prediction accuracy of an existing machine learning model created by FAHAD MEHFOOZ . I was able to archive a 7.05% improvement in the model's accuracy by tuning few hyper parameters, introducing a validation dataset to guide against overfitting, etc.

View Code on GitHub | Report

Population Growth vs. Energy Consumption

I explored the relationship (if any) between population growth of a country and it's energy consumption. It was surpising to find out that there is somewhat a negetive relationship between Population Growth and Energy Consumption worldwide.

View Project on kaggle

Analysis on World Economic and Health Indicators

Here, I analysed the state of few countries across different continents using some economic and health indicators. The project was written with Python and Pandas and Matplotlib was was for analysing and ploting the visualisations

View Project on kaggle

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