Portfolio

A photo of Eshaan Arora

Projects

Comprehensive Spotify Listening History Analysis Program

This project allows users to analyze their Spotify listening data and visualize it using interactive charts and maps.

View the Spotify Data Analysis Program

Bond Price Calculator and Graphing Application

Developed a calculator to calculate bond prices based on the coupon rate, par value, time to maturity, yield to maturity, etc., while also providing a graph to serve as a visual aid.

View the bond calculator code

Present Value or Future Value Calculator

Created a Present Value (PV) and Future Value (FV) calculator for investment planning, which handles multiple growth phases and provides flexible options for annuities and perpetuities.

View the PV/FV calculator code

Yahoo Finance Data Fetcher

Developed a real-time financial data fetcher using Yahoo Finance API via RapidAPI. This program fetches and prints stock/index data such as Dow Jones, NASDAQ, Bitcoin, and more.

View the Yahoo Finance Data Fetcher Code

Amazonia Week Organizer

Led quantitative research and organized a week-long seminar at Florida State University focused on public awareness of discrimination faced by indigenous tribes in the Amazon. Watch the video below:

ScanSense AI: Enhancing Self-Checkout Efficiency with Machine Learning

Developed an AI-powered self-checkout system using ResNet architecture to classify non-barcoded grocery items with 78.6% accuracy, addressing challenges like plastic bag obstructions and poor lighting.

Read the Blog Post

Predicting Michelin Star Potential with Data Analytics

Predicted 10 Austin restaurants with Michelin Star potential based on data-driven insights and highlighted unique patterns like the importance of chef personality and specific culinary styles.

Analyzed over 78,000 restaurant reviews using advanced techniques such as Topic Modeling (LDA), Sentiment Analysis, and Text Similarity Analysis to identify key traits of Michelin-starred restaurants.

View the Full Project Details