Crime in Buffalo: A data-driven analysis

The purpose of this data analysis project is to identify trends and patterns in crime across different neighborhoods of Buffalo, assess the effectiveness of current crime prevention strategies, and recommend data-driven measures to local authorities for enhancing public safety.

Dynamics of Order Execution Quality

The project aims to assess and compare the order execution quality of four major market centers—Citadel Securities LLC, Virtu Americas LLC, Jane Street Capital, and G1 Execution Services LLC—over a four-year period.

COVID-19 Data Analysis

The objective of this project is to analyze the global spread of COVID-19, including infection rates, death counts, and vaccination efforts, and to correlate these with various socio-economic indicators such as the Human Development Index (HDI).

Image Classification Using Convolution Neural Network (CNN - AlexNet)

This project deals with classifying 30,000 images from 3 classes using a convolution neural network. The CNN is implemented in Python and executed using Jupyter Notebook.

Treasure Hunt Using Reinforcement Learning

Treasure Island Grid World with map and key as positive rewards and snakes and volcano as negative rewards.

Adventure Works Sales Analytics

This is a data analysis project where we use Power BI to understand the Sales, Products, and Customer analytics of Adventure Works.

Fake News Detection

This project aims to classify news as fake or real using Natural Language Processing and classification techniques like Logistic Regression, Decision Tree, Random Forest, KNN Classifier, Naive Bayes Classifier, and a neural network.