Projects

During the summer of 2021, I worked on a project centered around unsupervised domain adaptation (UDA). Illustrated below, domain adaptation is the simple idea of training a classifier on one domain, called the source domain, and adapting that classifier to classify the same classes in another domain, called the target... [Read More]

During the summer of 2021, I worked on a research project centered around natural language processing and reinforcement learning. I’ll be getting to work with transformers (specifically Bidirectional Encoder Represenations (BERT)) to hopefully train up a chatbot that can provide us a lot of important information depending on what we... [Read More]

Throught the school year of my freshman year, I worked with a mentor of mine at the Air Force Research Laboratory conducting research in electro-optical (EO) and synthetic-aperture radar (SAR) images. Our goals were to perform image registration between these two domains of images. In short, we wanted to align... [Read More]

Using Tensorflow and reinforcment learning algorithms such as proximal policy optimization (PPO), I was able to train up an RL agent to chop trees in Minecraft! I was also able to interact and see my agent in action in an actual Minecraft world! Check it out below as it chops... [Read More]

Through using supervised learning, I was able to train a convolutional neural network to classify 18 different classes of military vehicles. I also used GradCAM, an explainable AI technique used to visualize where the CNN is looking at in an image. Below, I ran the GradCAM code on an image... [Read More]

I utilized Python’s OpenCV2’s thresholding functions to generate masks for images. This script is really helpful for generating more data for supervised learning! [Read More]

For a final project for one of my CS classes here at UIUC, I decided to go back to my roots and make the classic game of Pacman from scratch in C++ and Cinder. Check out a demo below! [Read More]

In a week long virtual hackathon, me and three other members created IntuiTeach, a web app paired with Zoom that allows teachers to write questions about a certain lecture they are going to have and as a vide lecture progresses, the teacher is able to pose live questions throughout the... [Read More]

In a 24 hour A.I. hackathon hosted by MechMania and ACM@UIUC in their annual Reflections Projections event, me and three other members created a game bot in Python that would play in a MMO world designed by MechMania. [Read More]

Using Python’s computer vision library OpenCV2, this python script is able to learn multiple faces and recognize faces in images or through video! Here is it running on a picture of me! [Read More]