Projects

Personal Projects

School Projects

Traffic Accident Simulation Paper-SUMO_gifStill.png

Traffic Accident Simulation Paper

A group project in CSE 834 where we attempted to create a novel simulation. This research addresses the impact of the levels of connectivity when there is an accident on a large throughput highway.

SUMOPython
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Flight Delay Predictor

Project for CSE 881 which is a flight delay prediction application that evaluates the risk of a delay by combining historical flight records with weather conditions. It fetches weather information and derives temporal features to feed into a pre-trained machine learning pipeline.

Pythonscikit-learnStreamlit
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Nuclear Energy Website

An interactive nuclear energy demo designed to promote nuclear energy in the state of Michigan. We built this in collaboration with the Anthropocene Institute in our capstone class at MSU (CSE 498).

React
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Car Image Classifier

This project for CSE 404 focuses on vehicle classification through image recognition, utilizing a Convolutional Neural Network (CNN) to identify the make and model of cars from the high-resolution Stanford Cars dataset.

PythonTensorflowKeras
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NFL Game Outcome Predictor

Big Data project in CSE482 that used machine learning and data processing techniques to predict the outcomes of NFL games.

Python

Backend Web Microservices App

Architected and developed a backend for a grocery store application utilizing 5 distinct, publicly addressable microservices. Implemented secure user authentication and authorization and combined everything using Docker Compose. Developed in CSE 380.

PythonSQLiteFlask+3
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Autonomous Lane Keeping

Simulated a lane keeping robot with dashed-lines for lanes. We used ROS2 to control the turtlebot simualtion. Project was for CSE 434.

ROS2PythonGazebo Simulation
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Animation Editor

Final project for CSE 335. Created an animation editor and playback machine using object-oriented programming principles.

C++
Logic Game-logic-game.png

Logic Game

Team project in CSE 335. Created a game where the user adds in logic gates and our code responds the circuit output.

C++
Popping Blimps-blimps.png

Popping Blimps

Game project from Delta's 184 course. Made fun of the 'Chinese spy blimp' in early 2023.

Java