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Jonathan Suarez's Projects

ai-and-machine-learning-for-online-food-delivery icon ai-and-machine-learning-for-online-food-delivery

Applied multiple machine learning methods in python, such as various regression and tree classifiers, to determine which factors significantly affect the time it takes to complete a food delivery order and which method produces the lowest test RMSE

boston-transit-air-quality-analysis icon boston-transit-air-quality-analysis

The primary objective of our project is to explore the impact of Boston's transportation systems, including buses and roads, on air quality. We aim to understand how air quality varies across the city over time, particularly in relation to transit access.

image-processing-server icon image-processing-server

Placed top 2% of class by developing a robust, multi-threaded image processing server in C in a Docker Environment, ensuring thread-safe execution through synchronization of shared data structures, and optimizing performance by reducing CPU utilization, memory, and average response time.

stock-predictor-project icon stock-predictor-project

Coded front-end & configured back-end using Flask, and trained a Recurrent Neural Network model in Python, using Keras and TensorFlow, to enable users to view predicted price movements of any stock from Yahoo Finance

virtual-reality-apartment-tour icon virtual-reality-apartment-tour

Rendered my apartment as a 3D model, then imported to Unity to create a VR model, coded O-Auth for login, API fetching for weather, and SQLite database scripts for user data in C#

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