Business/Economics
Constituent Scoring Model | Ronald Reagan Presidential Foundation and Institute
Teaching People to Invest | Wisdm
Product Bundling and Consumer Screening in Video Game Markets | Haas School of Business, University of California, Berkeley
Data Visualization for Scaleup Entrepreneurship | Endeavor Global
Environment/Sustainability
Fighting Climate Change through Landfill Biocovers | Project Climate at UC Berkeley's Center for Law, Energy, and the Environment
Establishing Sierra Nevada Precipitation Response to Ocean Teleconnections | University of California, Berkeley Central Sierra Snow Lab
Natural Capital Valuation Model | Zulu Forest Sciences
Quantifying surface evaporation changes post-wildfire | UC Berkeley Central Sierra Snow Laboratory
Coral reefs over time: automated registration of 3D point clouds | California Academy of Sciences
Earthquake Ground-Motion Simulations on the Calaveras-Hayward Fault System | Berkeley Seismological Laboratory
Catalyzing a global movement of food systems leaders, powered by plants and data | Plant Futures Initiative
Mapping Orphan Oil Wells in California | UC Berkeley Center for Law, Energy, and the Environment
Build Actionable Climate-Smart Proactive Risk Resilience | Climformatics Inc.
Symbiotic co-design for Cyber-Physical Systems | UC Berkeley, EECS
Building Machine Learning Models for Arctic Ice Restoration | Climformatics Inc.
Machine Learning for Improved Energy Logistics | Air Force Operational Energy/National Security Innovation Network
Can planting trees help fight climate change? - Building a data-driven framework for evaluating natural climate solutions | UC Berkeley
Impact of Climate Change on Mangrove Forests | IBM
Mapping global terrestrial photosynthesis with machine learning and satellite images | University of California, Berkeley
Wildfire dynamics prediction challenge | Lawrence Berkeley National Lab
Humanities
PhiloBiblon: From siloed databases to Linked Open Data via Wikibase | PhiloBiblon: Dept. of Spanish & Portuguese, UC Berkeley
Toward Computational Literature Reviews: Analyzing Organizational Theories through Citations and Concepts | Dartmouth College; University of California, Berkeley
Building Comprehensive Ontologies | FactGrid Cuneiform
Accelerating Equitable Access to Environmental Literacy for CA TK-12 Students | Ten Strands and CAELI
Early Learning Data streamlining | Kidango
Improving the Sumerian language linguistic annotation pipeline | Cuneiform Digital Library Initiative
Housing Justice in the Bay Area | San Francisco Foundation
Industry
Data access pattern from dCache Storage System | Lawrence Berkeley National Lab
Network utilization with Open Science Data Federation (OSDF) | Lawrence Berkeley National Lab
Project AEI | Koer A.I., Inc
Longhand | Harvard Library, Digital Scholarship Program
Cluster Analysis and Segmentation | Gauge
Web3 security use case | AnChain.ai
Advanced Methods of Time Series Data Analysis | Applied Materials
Estimating human-technology team consensus and creativity from physiological signals | US DEVCOM Army Research Laboratory, Humans in Complex Systems Division
Matching Algorithm | GlobeSisters
Propensity Modeling for Sales/Marketing | Netlify
Analyzing and Learning from 3D Data Generated by Users of an Augmented Reality (AR) Headset | Geopogo AR
Train service delay pattern study for delay prevention | BART
AI in ERP Solutions | ServiceNow
Natural Sciences
Integrating data resources for California plants | University and Jepson Herbaria, UC Berkeley
Collections Explorer | California Academy of Sciences
Enzyme selection for compostable plastics/rational design of protein-like heteropolymers | UC Berkeley
Detecting and confirming adaptive convergent amino acid evolution in hibernating animals: A computation and CRISPR-based approach | UCSF Ma Lab
Tracking Neural Stem Cells in Their Microenvironment | Dept. of Mechanical Engineering, UC Berkeley
Imaging, analysis, and quantification of cells in biological tissue samples | University of California, Berkeley
Automated annotation of gene function from functional genomics data | Shih Lab at UC Berkeley
Predicting substorms through machine learning | Space Sciences Laboratory (SSL)
Physical Science/Engineering
Predicting Quantum advantage timeframe | XPRIZE
Automated Isotope Identification in Nuclear Science Literature | NucScholar
Asteroid Discovery Analysis and Mapping (ADAM) platform | B612 Foundation
Multivariate Model Building for Radial Diffusion in the Earth's Radiation Belts | Space Sciences Laboratory
Predicting space weather | Space Sciences Laboratory, UC Berkeley
Using artificial intelligence to search for extraterrestrial intelligence | Berkeley SETI Research Center
Public Health/Medicine
Community Paramedicine Data Infrastructure | San Francisco Fire Department
Using online obituaries for public health surveillance | Dartmouth College, Georgetown University
Conflict Finder: Investigating conflicts of interest in medical research | STAT News
Automating spirometry quality assurance | Fisher Center for Business Analytics
Microbiome bioinformatics | Central Coast Biotechnology Institute
Generating transformer based Patient Embeddings | Innovaccer
Spirometry for access to pulmonary care in underserved populations | Fisher Center for Business Analytics
Patterns of HIV Care Engagement in Tanzania | University of California, Berkeley
Optimizing SLO retinal data selection using image embedding vectors | C Light Technologies
Hand Hygiene Analytics Platform | HyGenius, Inc.
Build a health data as a service using wearable device | JS Nanotech
Hospital Pricing / Access to Care | UC Berkeley
Creating patient summary using NLG (Natural Language Generation) | Innovaccer
Role of climate change in infectious disease pandemics | Climformatics Inc
Massive Neurophysiology Data for Coma Recovery | UCSF
Predicting Preventable Hospital Readmissions | Innovaccer
Allele specific editing program for CRISPR gene therapy | UCSF Clelland lab
Curating and harmonizing (w/in a sql DB) > 11M patient records | American Heart Association
Predicting Alzheimer's disease from neuroimaging data | Center for Human Sleep Science
Social Sciences
Human Rights IGOs, Media Frames, and Violence Against Civilians | Department of Peace and Conflict Research, Uppsala University
Collective Intelligence for Continuous Improvement | UC Berkeley
Simulating Responses to Calls for Service | City of Berkeley, Police Department
Promoting Student Well-being in K-12 Education | UC Berkeley Greater Good Science Center
PLN CRM, Database and Data Warehouse Development | Para Los Ninos
New Proof of Concept Digital Social Contract | Project Umbrella
Service Utilization, Program intersectionality, and Housing Retention | St. Joseph Center
The Evictions Study | Urban Displacement Project at UC Berkeley
Promoting Accessible STEM Research | RePicture
Incident Impact on Youth Outcomes | Aspiranet
Building teachers' networks to advance climate resilience | The Hebrew University and UC Berkeley
Visualizing Trends in Student Experience at Research Universities | CSHE, UC Berkeley
San Francisco Southeast, D10 Needs Insights | Wu Yee Children's Services
Solution for online image abuse | Alecto AI
Diversity Data Analysis Tool | Air Force Personnel Center - National Security Innovation Network
How can teachers' social networks advance climate resilience? | UC Berkeley and the Hebrew University
Global Poverty & Practice Organizations Database | Blum Center for Developing Economies
Recruiting and Retaining Bi-Lingual and Bi-Cultural Clinical Staff | Behavioral Health Contractors' Association (BHCA)
Youth Voting Patterns | Data for Social Good
Quantifying the Commons | Creative Commons
Parsing the news: Using NLP to analyze news articles | ReThink Media
Visualizing Diversity and Gender Equity in Tech and Entrepreneurship at UC | EDGE in Tech Initiative
Rebranding in Two Dimensions | Department of Law University of California, Berkeley