Bhumika Srinivas

Passionate data scientist interested in applying
data science skills to impactful, socially responsible projects.

Data Wizardry in Machine Learning Deep Learning NLP Visualization

About Bhumika.

Data Science, for me, is the art of storytelling. My interest in data science stems from my background in statistics, mathematics, and computer science. In the forthcoming years, my aspiration is to synergize these proficiencies to actively participate in socially impactful data science initiatives, with a particular focus on the healthcare industry.

Currently MS in Data Science Student at University of San Francisco and Data Scientist at UCSF Health

⭐ LOVE ⭐: cooking, hiking, and spending time with family and friends

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Projects, Blogs, and Publications

Starbucks Nutrition Analysis: D3

Conducted nutritional analysis of foods and drinks at Starbucks using D3.js and HTML/CSS (waypoints), identifying a correlation between each nutrition type. The project was longlisted for 2022 IIB Awards of Data Visualization Society.

Image Segmentation of Microscopy Images

Achieved a mean squared error of 1.902 with approximately 50% of the test data and placed first in USF Kaggle Competition. Implemented a standard U-Net using TensorFlow with variations to the layers to achieve prediction of biomedical microscopy images of cells.

A Constructivism-based Approach to Treemap Literacy in the Classroom

Co-authored a research paper on treemap literacy accepted by Eurographics Education 2023 Papers. Presented findings to the University of Nottingham team, research development.