Deep Learning, Bioinformatics

A deep learning architecture that enables natural lanaguage descriptions to query protein databases.

Machine Learning

Predict the workout of the day for athletes based on historical exercise data.

Machine Learning, Audio Signal Processing

Design multiple competent Machine Learning pipelines to classify audio genres.

Object-Oriented Design, Software Engineering

Implement an Android app that helps users track their diet and nutrition. Feature MVVM architecture, Design Patterns, Firebase, and Unit Testing.

Linear Algebra, Signal Processing

Investigated the applications of Singular Value Decomposition (SVD) in image compression and signal denoising.

HackGT X, 2023

Implement a pipeline to extract source data from various forms of scientific plots.
- Utilized YOLO and fineuned OCR to extract data from various forms of scientific plots.
- Deploy with Flask backend and HTML/CSS frontend.

Hacklytics, 2022

A tool tailored for PR teams of companies to analyze impact of tweets on stock prices.
- Trained a word2vec model for tweet analysis.
- Utilized GPT for generation of sample tweets.
- Deploy with Flask backend and Wix on Google Cloud.