Discovery Projects
Academia / Education
- Oakland Natives Give Back Fund Inc - Informing Early Warning System for Chronically Absent Students
- Penn State University: Understanding patterns in ride-sharing use in the United States
- Petris Center on Consumer Welfare and Health Care Markets: Global Private Equity
- SFSU Ecole Lab: Text Simplification for Children- Evaluating Large Language Models against the human baseline
- UCB Berkeley Carbon Trading Project: Berkeley Carbon Offsets Database - NEW
- UCB Berkeley Speech Group: Model Interpretability in LLMs
- UCB Berkeley Speech Group: Creating Generative Spoken Language Models
- UCB Berkeley Speech Group: Editing Knowledge in LLMs
- UCB Berkeley Speech Group: Making LLMs Better Poker Players
- UCB Big Ideas Course - From Imagination to Innovation: Activating creativity for transformational change: Assessing Creative Agency in the Big Ideas Course: From Imagination to Innovation
- UCB Center for the Advanced Study of Aging Services: Evolution of Aging Concepts in Scholarly Literature
- UCB Center for the Advanced Study of Aging Services: Social Work Advocacy in Federal Rulemaking and Policy
- UCB CITRIS: Enhancing Managerial Excellence with ChatGPT and Retrieval Augmented Generation: The Berkeley Administrative Management Professionals' (AMP) Toolkit
- UCB Cognition and Computation in Design (Co-Design) Lab: A Dynamic Visualization Protocol for Data on Designer's Perception of Cybersecurity Risk in Cyber-Physical Systems
- UCB Datahub Infrastructure Team: Analyze and Visualize Datahub usage data from GCP logs
- UCB Political Science Department: Objective Measurement of Democracy
- UCB ReVision: AI-Copilot Tool for Mitigating Bias
- UCB Shift Research Institute: Secondary Analyses of California Community of Practice Meetings Promoting the Use of Research Evidence from Intermediary Websites for Social and Emotional Learning in Schools
- UCB Terner Center for Housing Innovation: Historical Low-Income Tax Credit Database Construction - closed
- UCB Transportation Sustainability Research Center: Improving the Collection, Dissemination, and Analysis of Truck Parking Availability Information
- UCSF Clelland Lab: Building unbiased off-target analysis for new CRISPR gene therapies - NEW
- VIOLA Walk Home: A new mobile safety app
- Michael DeBellis, Semantic Search Portal for Dental Clinicians in India
Business / Economics
- Coeuraj: Topic Segmentation Analysis During Multi-Party Conversation
- DECOM: Optimization of Decentralized GPU Utilization for Machine Learning Workloads
- Gilead: Identifying Fraud in Gilead's General Ledger
- Gong - Evaluation of NLP/LLM Quality
- GrapeData Limited, Data Insight Generator based on GrapeData's Crowdsourced Knowledge Base
- Koer A.I., Inc., Project AEI
- UCB Sociology: Ideas and the Changing Global Economy
- Petris Center on Consumer Welfare and Health Care Markets: Curating and Analysis
Environment / Sustainability
- Ava Community Energy: Weather Normalization on Energy Demand - closed
- BART: Explore optimal forecast model of temperatures at the train control rooms
- Carbon Sustain, Inc. - 5 Year Plan: Decarbonize your operations with AI
- LBNL Climate: ML upscaling of U.S. coastal wetland greenhouse gas emission
- Outer Rim Exploration, ORE subsurface modeling
- Spherical, Hydroscope
- Ten Strands: Catalyzing Change in the K-12 Education System
- Ten Strands: Expanding the Data Initiative for Environmental and Climate Action
- UCB Earth and Planetary Science: Automated mapping of river floodplain landforms
- UCB Environmental Science, Policy, and Management: COEQWAL- Equitable stewardship of California’s water in a changing climate
- UCB Environmental Systems Dynamics Lab: AI applications for water supply and streamflow forecasting: a case study in the Russian River Basin, CA
- UCB Environmental Systems Dynamics Lab: Floodplain and wetland mapping and classification of the Okavango Delta, Botswana
- UCB Environmental Systems Dynamics Laboratory: AI applications for water supply and snowpack forecasting: a case study in the Tulare Basin, CA
Humanities
- ARM: Power of Network Analytics in HR - NEW
- FactGrid Wikibase: Wikidata NLP & Digital Publication Pipeline
- FactGrid - Building Lexicons for 1000+ languages, using Wikibase and Natural Language Processing (NLP) - closed
- UCB Middle Eastern Languages & Cultures Department, Building a High-Level Linguistic Annotation Pipeline for Akkadian
Industry
- 99P Labs & Honda Research Institute: LLM-Powered Trip Planning
- Bastille Networks Data Exploration, collecting wireless device data
- BLCK UNICRN: Data Science Project
- IBM: Multimodal Chatbot on Mangrove Forests using Open Source Generative AI
- Riff: Empowering Music Producers with Generative Audio Tools
- Rivian: Rivian Product Development AI Assistant
- Synergies Intelligent Systems, Use data science to help traditional industries achieve digital transformation
- VebAI: Building an AI Copilot for you professional Network
Physical Sciences / Engineering
- Bureau of Ocean Energy Management: Data Analytics and Visualization of rock properties in the Pacific Ocean off the coast of Washington, Oregon, and California
- Covariant, Inc. - Inventory control and reporting
- Intel Silencio: Synthetic Singer Detection for Voice Cloned Songs
- JetskiAI: Zipline - Building Natural Language pipelines to extract insights from unstructured human-AI conversations
- LBNL Networks: Time-series forecasting for understanding network utilization in scientific data flows
- Nexa Speech, Building a Multi-Agent System for Real-Time Conversations
- Qlay Technologies: AI-powered Recruiting Platform
- SFSU Adelstein Materials Research Group, Automate the workflow of generating machine learning surrogate models for the study of sustainable materials - closed
- Thoughtly AI: Voice Mail Detection
- UCB Nuclear Engineering and Geography: AI applications for Pebble Bed Nuclear Reactor Control and Fuel Management
Public Health / Medicine
- American Heart Association: Visualizing the Relationships Between Coronary Artery Disease and Social Determinants of Health Factors - closed
- California State Water Resources Control Board: Language model supported data scraping tool for wastewater related contaminants
- Genentech: Develop LLM-augmented KG to facilitate In silico Target identification and Patient representation - NEW
- Genentech: Human Activity Quantification for Improved Digital Biomarker Development - NEW
- Genentech: Implementation of Cell-Cell communication inference to cancer datasets - NEW
- Genentech: Investigating citrate transporter utilization across solid tumor types - NEW
- Genentech: Supervised NMF for the analysis of perturbation and case/control single-cell gene expression datasets - NEW
- Mentia: Assist people living with Dementia through AI/ML
- Merck: Fusing deep learning and 3D molecular models for drug discovery
- Rapid Reviews\Infectious Diseases: AI for automation of RR\ID preprint prioritization and peer reviewer selection
- Rapid Reviews\Infectious Diseases: Optimizing Editorial Workflows and Visualizing Productivity for Rapid Reviews\Infectious Diseases
- Stanford Center for Population Health Sciences: Racial Representation in Law Enforcement as an Institutional Determinant of Health
- UCB Blum Center for Developing Economies: EpiNu- AI for Prenatal Nutrition Security with Food Insecure Women
- UCB Haas School of Business: ChatCHW: Mobilizing AI for community health workers in poor nations
- UCSF: Multi-omics in clinical and pre-clinical research
Social Sciences / Policy
- Administration for Community Living - Analysis of Centers for Independent Living
- African Diaspora International Trade Association - Visuals and Maps for Reports: Creating Impact via Modeling Investment Opportunities
- Aspiranet: Can Texting Reminders Boost Youth Attendance in Therapy?
- Aspiranet: Mandated Reporting impact on Youth Services
- Callisto: Analyzing Match Success and User Engagement Through Data Insights
- City of Berkeley, Police Department: Social Network Analysis App
- GAMMA-UL Chair in Regional Integration and Sustainability - The Impact of Quality of Democracy on Sustainable Development
- UCB Center for Effective Global Action (CEGA): Compiling and data-wrangling the first comprehensive dataset of all security forces in Latin America and the Caribbean
- UCB Center for Effective Global Action (CEGA) - Post-conflict Security Structures and Citizen Buy-In in Latin America
- UCB Life Sciences Law & Policy Center: Empirical Study of Citizen Petitions
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UCB Risk Resilience Lab: Playing for Change: Positive youth development for the digital now NEW