I'm a third year CS & Chemistry student at UMass Amherst. My interests lie primarily in the applications of data science and machine learning to bioinformatics and public health. I like to think of myself as a lifelong learner and am passionate about using my skills to make an impact in healthcare.

Ask me about:

• 🧬 my statistical genetics research at Boston University
• 💻 my computer vision work in content-based retrieval for images under Novartis
• 🍵 my favorite cafes to get matcha at!

Currently, I'm working on a content-based retrieval image project supervised by Novartis in collaboration with the Break Through Tech AI evaluating the performance of different models' ability to return similar images from a histopathological image database given a query image.

• Tools: Python, Scikit-learn, Numpy, Albumentations, FAISS, Jupyter
• What we did: Our team evaluated the ability of the PLIP, UNI, and Flava to return similar images given a list of image matches provided by a pathologist

Languages: Python, Java, R, SAS, TypeScript, JavaScript, C
Libraries: Numpy, Pandas, Scikit-learn, Matplotlib
Tools: Git, Jupyter

You can reach me at [email protected] or through my LinkedIn on my profile!