Data Science Discovery Projects

Fall 2023 Award Winners

Cross-Regional Lead Service Line Prediction using Machine Learning

Data Science Insights Award

Jasmine Andrade, Pranav Walimbe, Andrew Kerr, Akash Iyer, Melad, Freddie Pham

The Data Initiative for Environmental and Climate Action in California's TK–12 Schools

Team Collaboration Award

Avani Gireesha, Cole Hesterberg, Isaac Gonzalez, Jessica Hsu, Michelle Lin

Project AEI

Data Visualization Award

Kai Koerber, Joseph Schull, Mizuho Li, Melad Sabagh, Danielle Wong, Xiaole Guo, Manu John, Theophilus Pedapolu, Hanqi Xiong, Henry Cen, Arnav Dalal

Data Source Pattern Studies for High Energy Physics Data Analysis

Cloud Computing Award

Malavikha Sudarshan

Data Science for Localized Climate Prediction Product

Ribbon of Excellence

Hailee Schuele, Irene Widiaman, Eesha Thaker, Yongzhen Shi James, Farouk Ghandour, Danielle Ma

Natural Hazard Recovery Team

Social Impact Award

Shuqi Chen

Discovery Projects

Fighting Climate Super-Pollutants

Understanding the food retail landscape: Are corporate businesses killing small businesses in Mexico?

Platforms/Infrastructure

Host Pathogen interaction in aging

Automated Next Generation Sequencing Workflow

LENS: Learning the Educational Needs of Students

Platforms/Infrastructure

Fathers' UpLift Data Dashboard

Empowering young stock market investors to have access to the same information as institutional investors

Natural language processing (NLP)

How much CO2 does our ecosystem breathe in and breathe out?

Machine Learning (ML)

Better Learning Through Better Learning Spaces

Term

Spring 2023

Topic

Platforms/Infrastructure

Technical Area(s)

Machine Learning (ML)

Natural language processing (NLP)

DSG Interns

Term

Spring 2023

Topic

Platforms/Infrastructure

Social Sciences

Technical Area(s)

Geographic information system (GIS)

Pupil Power - Developing Predictive Models of Pupil Size

Building computational tools to analyze life at single-molecule resolution

Separating Financial Fact from Opinion

Natural language processing (NLP)

A risk model for Social-Political Conflict in US States

Climate Synapse Carbon Mitigation Platform

Platforms/Infrastructure

Technical Area(s)

Natural language processing (NLP)

Can planting trees help fight climate change? - Building a data-driven framework for evaluating natural climate solutions (continued)

Machine Learning (ML)

Deep learning brain data for detecting Alzheimer Disease

CAA Members Discovery

ImpactMapping

Machine Learning (ML)

ADAM: Asteroid Discovery, Analysis, and Mapping Platform - Data Inconsistencies in the MPC

Term

Spring 2023

Topic

Physical Science/Engineering

Baby2Baby Community App

ChatBot for Drinking Water Regulations

Platforms/Infrastructure

Technical Area(s)

Machine Learning (ML)

Natural language processing (NLP)

Impact of Climate Change on Mangrove Forests

Telematics Data Dashboard

Analysis of > 13 million patient records

Analyzing API Call Activity

Square's Partner-Referred Sellers

ZeeMee Year End Analytics and Visualizations

Creating employee-rated company review dataset

Platforms/Infrastructure

Applying Data to Advance Augmented Reality

Machine learn with time series data to identify abnormality of air conditoner.

Term

Spring 2023

Topic

Physical Science/Engineering

Technical Area(s)

Machine Learning (ML)

Data Visualization: Equity in College and University Athletics

PROJECT AEI

Machine Learning (ML)

Network utilization with Open Science Data Federation (OSDF)

Network Performance Prediction and Anomaly Detection

Data access pattern from dCache Storage System

Machine Learning (ML)

PLN CRM, Database and Data Warehouse Development

Term

Fall 2022

Topic

Platforms/Infrastructure

Social Sciences

Transforming siloed databases to Linked Open Data via Wikibase

Platforms/Infrastructure

Catalyzing a global movement of food systems leaders, powered by plants and data

Fighting Climate Change through Landfill Biocovers