Umar Patel

Software Developer for XR/UX Design

Specializing in Virtual & Augmented Reality, App/Web Development, and Data Science Research

Data Science and Machine Learning Projects

Here are a collection of my Data Science and Machine Learning projects. These will link to my portfolio, where I have other projects that may be of interest! Feel free to reach out if you have any questions!

Project 1

This project’s aim is to assess the classification of paintings by genre and era, two non-context classifications of images through a convolutional neural network architecture for image classification.

Project 2

Training and Analyzing various U-Net and Attention U-Net mdoels for cell segmentation.

Project 3

Ottoman Turkish NLP.

Project 4

Developing and training autonomous computer vision models to detect and segment key regions of interest (ROI) from ceramic cross sections.

Project 5

Building upon baseline Bidirectional Attention Flow Model to enhance Question-Answering using positional encoding and attention mechanisms.

Project 6

Using NLP techniques to develop a Movie Recommender chatbot.