Stock Prices Web App

An Interactive Dash App, built using python, built on Flask, that allows you to dive into stock prices of major companies like Apple, Amazon, Netflix, Tesla, Walmart & Zoom for a 6 year period of 2015 - 2021.

Dog Breed Prediction -CNN

Various CNN Models, designed to understand and classify images of upto 120 dog breeds (using stanford dogs dataset), using TensorFlow and Keras. Models used are MobileNetV2, ResNet50, Vgg16, GoogleNet-InceptionV3 & DenseNet201. DenseNet chosen with 86% validation accuracy.

Customer Subscription Classification

ML Classification Model, Predicting whether customers will subscribe to bank term deposits based on their demographics, banking history, marketing campaigns. 3 Classification Models were trained & tested: Logistic Regression, Decision Tree, Random Forest. The best one was of 95% Accurate, overall.

Exploring & Analyzing Personality Traits & Substance Abuse

Year 1 Statistical Research Project that explores personality traits associated with substance abuse in young adults, connections between IQ levels, drug usage & personality traits, inter dependencies between usage of different drugs, people who are more likely to use drugs etc.

Sales Analysis - Power BI

An interactive powerBI dashboard representing sales analysis for the years 2020 - 2022 in multiple countries by the Adventure Works Company.

Starbucks Nutri-Scan Power BI

An interactive power BI Dashboard that explains the nutrition information of various drinks in the Starbucks menu.

IMDB Top 250 - Tableau

Analyzing the highest rated 250 movies of all time - A tableau dashboard

Cricket Dashboard - Power BI

This dashboard analyses the highest scoring batsmen of all time in Test & ODI formats who are considered to be the best.

Flower Image Classification

Flower image classification was performed using Convolutional Neural Networks (CNNs) built from scratch, initially employing an original model. Subsequent variations were introduced by incorporating dropout layers, increasing network depth, and fine-tuning hyperparameters.

Financial Performance Analysis

A report performing ratio analysis of Apple.Inc., using the company's financial statements and comparing the company's financial performance of two consecutive years - 2021 & 2022.

Flight Data Analysis with SQL, Python & Power BI

A Flight Analysis project that analyses domestic Flights in the USA where I created a relational database in MySQL, analyzed data using SQL queries, connected the database to Python for detailed documentation and created detailed dashboards on flight statistics and delays using power BI.