Data Science Discovery Projects

Fall 2024 Award Winners

Exploring Tumor Microenvironment Interactions: Tools and Workflows for ER+ Breast Cancer

Data Science Insights Award

Kiara Monahan, Nikita Chauhan, Lijun Yao, Alejandro Chibly

Project AEI - The Construction of an Emotionally Intuitive Voice Assistant & An A.I. Wellness Analytics Portal For Social Good

Team Collaboration Award

Kai Koerber, Cady He, Naz Col, Syrus Aslam, Hanqi Xiong, Henry Cen, Hemani Patel, Maahir Sachdev, Melania Ohanian, Mason Zhang, Salma Mufti, Nawoda Wijesooria, Tim Matthew Choy

Fall 2024 Award Winners

Exploring Tumor Microenvironment Interactions: Tools and Workflows for ER+ Breast Cancer

Project AEI - The Construction of an Emotionally Intuitive Voice Assistant & An A.I. Wellness Analytics Portal For Social Good

LLM Knowledge Editing and Localization

Physics-Informed Deep Learning for Flow Prediction and Flood Control: A Case Study in the Russian River Basin

Leveraging Admission and Serial Transcriptomic Data to Improve Delirium Prediction in COVID-19 Patients

What is the impact of mandated child abuse reporting on youth services?

Language Model Supported Data Scraping Tool for Wastewater-Related Contaminants

Discovery Projects

Data access pattern study for High Energy Physics data analysis with Xrootd/Xcache logs

Dashboard/Model on Primary Health Delivery in Nigeria

Creating the Training/Test Data for Algorithms

Consumer Cohort Predictive Modeling

Clinical text classification/information extraction to understand real-world treatment effects at a large, academic medical center

Clinical information extraction to understand real-world treatment effects at a large, academic medical center

California Economic Stability Tool: Addressing the California Benefits Cliff

CAA Facebook posts engagers analysis

CAA Facebook posts engagers analysis

Building an NLU model to auto-generate knowledge graphs from social data

Building an NLU model to auto-generate knowledge graphs from social data

Building an NLU model to analyze evolution of topics in sets of text documents

Ancient World Citation Analysis

Achievement Gaps in Public Schools

Analyzing Research on the Environmental & Energy Impacts of the Digital Economy

AI Platform for Social Media Listening

Empirical Examination of Corporate Rebranding and Trademarks

CAA Data Analysis Project

Building Integrated Solar Photovoltaics Assessment via ML

Building Data Science Apps to teach Data Science

Ancient World Computational Analysis

A Precision Medicine Recommender System for Inflammatory Bowel Disease: a pilot study using real electronic health records data from UCSF

CAA Data Analysis Project

Addressing Structural Inequality in U.S. Agricultural Higher Education

Lawrence Berkeley National Lab - Modeling Access Pattern of Large Scientific Data Repository with Machine Learning

Berkeley Police Department- Simulating Alternative Responses to Calls for Service

UC Berkeley School of Law - Indigenous Brands and Social Movements

Exploring the Achievement Gap in Berkeley Public Schools

Building Integrated Solar Photovoltaics Assessment via ML

DaanMatch - A decision-making tool/method to facilitate the correlation of NGO’s and Corporation’s datasets for an efficient fund/aid allocation

California Partners for Advanced Transportation Technology (PATH) - Erroneous High Occupancy Vehicle (HOV) Degradation

NHERI SimCenter - Enhancing regional scale natural hazard simulations with artificial intelligence

SF Chronicle - Disaster Maps

Berkeley Law Center for Law, Energy & the Environment - Analyzing Research on the Environmental & Energy Impacts of the Digital Economy

United Ways of California

Creative Commons - Image Clustering and metric inference

Creative Commons - Image Popularity and Authority

Creative Commons - Linked Commons Graph Analysis

Goodly Labs - Public Editor

Goodly Labs - Research Ready Government Archives