Portfolio
Welcome to my online portfolio. The projects listed are work projects, school projects, and self-driven projects.
Note: indicates an interactive version of the project is available.
- All
- Machine Learning
- Deep Learning
- NLP
- Computer Vision
- Reinforcement Learning
- Web App
- Physics
- IoT
- Try it Yourself
Contrail Image Semantic Segmentation
Trained deep learning semantic segmentation model to localize contrails in false color infrared satelite images.
CSCE 5300: Independent Study
2023
NLP Job Classifier
Trained machine learning and deep learning language models to classify job descriptions.
CSCE 5210: Artificial Intelligence
2023
Yelp Recommender System
Trained a collaborative filtering recommendation algorithm in PySpark on 7 million yelp reviews getting an RMSE of 1.12.
CSCE 5300: Big Data
2023
Value Iteration Reinforcement Learning
Using Value Iteration to have an agent pick up a soda can and drop it off in the trash while avoiding a hole.
CSCE 5210: Artificial Intelligence
2023
Genetic Algorithm For Task Parallelization
Intelligent Algorithms for creating task schedules across multiple processors.
CSCE 5210: Artificial Intelligence
2023
Taxi Agents
Intelligent Search Algorithms for the Taxi Carpool problem.
CSCE 5210: Artificial Intelligence
2023
NLP Conversational Prompting
Created a web application that prompts 3 language models to aid in continuous conversations for people with disabilities.
CSCE 5280: AI for Wearables
2022
Projector Warp Correction
Several Deep Learning methods for correcting warped projections in real time.
CSCE 5900: Special Topics
2022
3D Hand Gesture Selection
Pretrained deep learning model applied to a virtual UI for aiding people with disabilities.
CSCE 5280: AI for Wearables
2022
Try it youself
Voice Emotion Detection
Custom deep learning model trained to classify emotion from audio recording.
CSCE 5215: Software Engineering in AI
2022
Try it youself
Image Colorization
Deep learning model trained on over 1 million images to colorize anime drawings.
CSCE 5215: Software Engineering in AI
2022
Try it youself
Brain Tumor Classification
Deep learning model trained on MRI images to classify 3 types of brain tumor.
CSCE 5215: Software Engineering in AI
2022
Raspberry Pi Doorlock
Control your bolt lock with your phone. 3D printed and designed attachment to fit on and rotate a bolt lock. Slick and secure interface for controlling the doorlock.
CS 498: Internet of Things
2019
Graphics Physics Simulation
Built a WebGL physics simulations of balls bouncing on a platform.
CS 418: Computer Graphics
2019
Try it youself
Graphics Physics Simulation
Built a WebGL physics simulations of balls bouncing on a platform.
CS 418: Computer Graphics
Tech Used:
- WebGL
- JavaScript
Project Page: Graphics Physics Simulation
Blazor Web Application
Real Estate property management software. Web application for managing company finances, vendors, documnetaion, and more.
Client: CoralOnyx LLC
2020
Blazor Web Application
Real Estate property management software. Web application for managing company finances, vendors, documentaion, and more.
- Engineered a machine learning model for transaction classification, reducing time inserting data by 80%
- Designed production quality features for inserting sensitive data in C#/Blazor
- Managed the project with Git for version control and Continuous Integration Continuous Deployment
Client: CoralOnyx Real Estate LLC
Tech Used:
- C#
- Blazor
- .Net Core
- CSS
Neutrinoless Double Beta Decay Research
Research for the next Enriched Xenon Observatory (nEXO). 1-tonne experiment searching for a rare nuclear physics phenomenon with potential for finding new physics.
Physics Research
2017-2019
Neutrino-less Double Beta Decay Research
Research for the next Enriched Xenon Observatory (nEXO). 1-tonne experiment searching for a rare nuclear physics phenomenon with potential for finding new physics.
Nuclear Physics Research
Tech Used:
- Python
LabView
2017-2019
Spotify Group Music Suggestion App
An application that suggests music for groups based on their Spotify song preferences.
CS 411: Database Systems
2019
Wind Turbine Noise and Pressure Profile Research
Research of the Low Frequency Noise (LFN) profile in the vicinity of wind turbines. Study weather wind turbine noise can have health implications on surrounding neigborhoods.
Phys 398: Arduino Design
2019
Quantum Computing Simulator
Build a Quantum Computing Simulator to study Quantum Ciruit algorithms. Created Quantum Shor's circuit for factoring large numbers faster than classical computers.
Phys 498: Computational Physics
2020
Shallow Neural Networks
Coded a Hopfield Neural Network and a Restricted Boltzmann Machine from scratch in C#. Studied the math behind the networks and implemented them. The models are used to restore images.
Phys 498: Computational Physics
2020
AI Dashboard
Built a Dashboard and Rear Camera that uses machine learning to detect if there is a person in the path of the car.
CS 498: Internet of Things
2019
AI Heart Rate Monitor
Built AWS infrastructe to handle smartwatch heart rate data and use machine learning to detect heart issues.
CS 498: Internet of Things
2019
AI Image-to-Text Plug-in
Built a plug in for Ginger Automation software adding the ability to read text from an image using .NET Machine Learning Framework.
Client: Ginger Automation
2019