Business/Economics
Product Bundling and Consumer Screening in Video Game Markets | UC Berkeley Haas School of Business
Teaching People to Invest | Wisdm
Data Visualization for Scaleup Entrepreneurship | Endeavor Global
Constituent Scoring Model | Ronald Reagan Presidential Foundation and Institute
Environment/Sustainability
Natural Capital Valuation Model | Zulu Forest Sciences
Mapping Orphan Oil Wells in California | UC Berkeley Center for Law, Energy, and the Environment
Quantifying surface evaporation changes post-wildfire | UC Berkeley Central Sierra Snow Laboratory
Build Actionable Climate-Smart Proactive Risk Resilience | Climformatics Inc.
Wildfire dynamics prediction challenge | Lawrence Berkeley National Lab
Coral reefs over time: automated registration of 3D point clouds | California Academy of Sciences
Impact of Climate Change on Mangrove Forests | IBM
Catalyzing a global movement of food systems leaders | Plant Futures Initiative
Building a data-driven framework for evaluating natural climate solutions | UC Berkeley
Symbiotic co-design for Cyber-Physical Systems | UC Berkeley EECS
Building Machine Learning Models for Arctic Ice Restoration | Climformatics Inc
Humanities
Housing Justice in the Bay Area | San Francisco Foundation
Early Learning Data streamlining | Kidango
Building Comprehensive Ontologies | FactGrid Cuneiform
Industry
Advanced Methods of Time Series Data Analysis | Applied Materials
Train service delay pattern study for delay prevention | BART
Web3 security use case | AnChain.ai
Cluster Analysis and Segmentation | Gauge
AI in ERP Solutions | ServiceNow
Matching Algorithm | GlobeSisters
Analyzing 3D Data Generated by Users of an AR Headset | Geopogo AR
Longhand | Harvard Library, Digital Scholarship Program
Propensity Modeling for Sales/Marketing | Netlify
Natural Sciences
Predicting substorms through machine learning | Space Sciences Laboratory (SSL)
Automated annotation of gene function from functional genomics data | Shih Lab at UC Berkeley
Integrating data resources for California plants | University and Jepson Herbaria, UC Berkeley
Tracking Neural Stem Cells in Their Microenvironment | Dept. of Mechanical Engineering, UC Berkeley
Collections Explorer | California Academy of Sciences
Physical Science/Engineering
Asteroid Discovery Analysis and Mapping (ADAM) platform | B612 Foundation
Predicting space weather | Space Sciences Laboratory, UC Berkeley
Automated Isotope Identification in Nuclear Science Literature | NucScholar
Predicting Quantum advantage timeframe | XPRIZE
Public Health/Medicine
Build a health data as a service using wearable device | JS Nanotech
Community Paramedicine Data Infrastructure | San Francisco Fire Department
Curating and harmonizing (w/in a sql DB) > 11M patient records | American Heart Association
Investigating conflicts of interest in medical research | STAT News
Hand Hygiene Analytics Platform | HyGenius, Inc.
Massive Neurophysiology Data for Coma Recovery | UCSF
Predicting Alzheimer's disease from neuroimaging data | Center for Human Sleep Science
Hospital Pricing / Access to Care | UC Berkeley
Automating spirometry quality assurance | Fisher Center for Business Analytics
Allele specific editing program for CRISPR gene therapy | UCSF Clelland lab
Microbiome bioinformatics | Central Coast Biotechnology Institute
Patterns of HIV Care Engagement in Tanzania | University of California, Berkeley
Generating transformer based Patient Embeddings | Innovaccer
Predicting Preventable Hospital Readmissions | Innovaccer
Optimizing SLO retinal data selection using image embedding vectors | C Light Technologies
Creating patient summary using NLG (Natural Language Generation) | Innovaccer
Role of climate change in infectious disease pandemics | Climformatics Inc
Social Sciences
New Proof of Concept Digital Social Contract | Project Umbrella
Solution for online image abuse | Alecto AI
Quantifying the Commons | Creative Commons
Youth Voting Patterns | Data for Social Good
Raising the Value of Learning using time currency in shared activities | TimeBank Mahoning Watershed
Building teachers' networks to advance climate resilience | The Hebrew University and UC Berkeley
Parsing the news: Using NLP to analyze news articles | ReThink Media
Incident Impact on Youth Outcomes | Aspiranet
PLN CRM, Database and Data Warehouse Development | Para Los Ninos
Rebranding in Two Dimensions | Department of Law University of California, Berkeley
Visualizing Diversity and Gender Equity in Tech and Entrepreneurship at UC | EDGE in Tech Initiative
Global Poverty & Practice Organizations Database | Blum Center for Developing Economies
The Evictions Study | Urban Displacement Project at UC Berkeley
Service Utilization, Program intersectionality, and Housing Retention | St. Joseph Center
Promoting Accessible STEM Research | RePicture
Visualizing Trends in Student Experience at Research Universities | CSHE, UC Berkeley
Simulating Alternative Responses to Calls for Service | City of Berkeley, Police Department
Diversity Data Analysis Tool | Air Force Personnel Center - National Security Innovation Network
San Francisco Southeast, D10 Needs Insights | Wu Yee Children's Services