Jesus martinez

Bachelor's

Computer Science

Spotify Popularity Predictor

Research Volunteer

- Data Science Summer Research Project - Github Repository) (Video Presentation - Collaborated with a team of 3 to devise predictive algorithms, including linear regression and gradient - Analyzed over 1 million Spotify tracks - Utilized Pandas for data preprocessing and Scikit-learn for machine learning model development - Projects - Ecommerce App - Full-stack Personal Project (Github Repository) (Video Demo - Developed an e-commerce platform using Next.js, integrating server-side rendering and API routes - Implemented MongoDB for efficient data storage and Stripe for secure payment processing - Created a dynamic shopping interface with React, featuring product categorization, search functionality, and a context-based cart system - Internet Radio Web App - Frontend Personal Project (Github Repository) (Website - Developed a responsive web application for streaming internet radio using React, integrating with the Radio Browser API to provide users access to a diverse range of global stations - Implemented core functionalities including real-time audio streaming, station search, and a favorites - Created a custom audio player with volume control and station navigation, while managing complex - Blog Web App - Backend Personal Project - Github Repository - Developed a dynamic blog platform to upload and view textual posts - Introduced user-centric features including account registration and post interaction - Leveraged Flask for a robust backend system with user authentication and secure password hashing