Discovery Projects
Making LLMs better Poker Players | UC Berkeley
The Data Initiative for Environmental and Climate Action in California's TK–12 Schools | Ten Strands
Alumni Connect | UC Berkeley College of Letters and Science Dean's Office
School Board Policies as a Catalyst for Environmental and Climate Action in CA’s 10,000 TK-12 Schools | CA Youth Climate Policy (CYCP) Leadership Program: A program of Ten Strands, UndauntedK12, and Sierra Club
Shapes of random permutations | UC Berkeley, Departments of Statistics and Mathematics
Studying Systemic Biases in Google Maps | Project Sidewalk
Editing Knowledge in Large Language Models | UC Berkeley
Mentors | Technovation
Movie Making using AI | UC Berkeley BAIR
Conversational Style Cloning using LLMs | UC Berkeley BAIR
ChatCHW for community health workers | Haas School of Business
Ideas and the Changing Global Economy | UC Berkeley Sociology
Analyzing Healthcare Prices and Insurer Provider Networks | Nicholas C. Petris Center on Health Care Markets and Consumer Welfare
Analyzing the Physicians and the Healthcare Workforce Coupled with Hospitals | Nicholas C. Petris Center on Health Care Markets and Consumer Welfare
Climate, land, and women's power: evidence from rural Tanzania
Predicting Lead in Tap Water
Semantic AI Technologies | michaeldebellis.com
Automated Data Curation for Environmental System Science | Lawrence Berkeley National Lab
Studies of Extreme Weather using Machine Learning and Climate Emulators | LBNL and UC Berkeley
The Sierra Nevada Beaver Project | UC Berkeley ESPM Dept
Residential Energy Burden in Low Income Communities | Eden Housing Inc.
COEQWAL: Equitable stewardship of California’s water in a changing climate | Environmental Science, Policy, and Management
AI Applications for Water Supply and Snow-pack Forecasting in a Changing Climate: A Case Study in the California Western Sierra Nevada | Environmental System Dynamics Laboratory, Geography Dept.
Reducing risks associated with PAYGo Solar business model | Catalyst / PAYgo Lab
Normative Coherence for Sustainable Development: A Machine Learning Approach | GAMMA-UL Chair in Regional Integration and Sustainability, INECOL
FactGrid Cuneiform: Jupyter Notebooks for Knowledge Graphs & GPT-4 | FactGrid Cuneiform Project
Building a High-Level Semantic Annotation Pipeline for Akkadian | UC Berkeley Middle Eastern Languages and Cultures department
Supreme court opinion viewer | UC Berkeley School of Law
Generative social media on differences of opinion | Wisdm
Pagefelt: Building a Continuously Learning Emotionally Productivity Platform (CLEPP) | Pagefelt
Resilient Energy and Health Response System (REHRS) | Climformatics Inc
Building Machine Learning Models for Arctic Ice Restoration | Climformatics Inc
Project AEI | Koer A.I., Inc
Validating Quantifiable Measures of Teamwork in Multiplayer, Cooperative Video Games | Quantum Kingdom, Inc
Virtual Mentor | Virtual Mentor
Generating INSIGHTS from our feedback tool for blue collar workers | ozaru
Analyzing Environmental Changes on Mangrove Forests using Generative AI | IBM
Optimal quantization strategies for different open-source LLMs | MyMagic AI
Research and implement Speculative Decoding in our framework | MyMagic AI
GPU benchmarking for AI | MyMagic AI
AI with Social Impact | MyMagic AI
Retrieval Augmented Generation(RAG) Techniques | MyMagic AI
Mental health + LLM deep dive | CoGrader
Exploring the Uncharted: Unleashing the Potential of Telematics Data in Data Science | 99P Labs / Honda Research Institute
Inrō - Instagram DM Data | Inrō
Disaster Detection Service | Bennudata Inc.
Rivian Product Development AI | Rivian
Reframe AI - Low code-database powered by AI Agents | Reframe AI, Inc.
Applications of Generative AI to BART's knowledge/data | BART
Qlay | Qlay Technologies
Data Insight Generator based on GrapeData's Crowdsourced Knowledge Base | GrapeData Limited
Generative AI Interface to Microgrid Data | New Sun Road
Learning Rules to Triage Cybersecurity Alerts | Proofpoint
Develop High-efficiency Protein Language Model | DeepSeq.AI
Identification of critical material attributes on the bioconvertibility of corn stover | ABPDU, Berkeley lab
Identification of gene clusters within dental caries driver Streptococcus mutans that are associated with health and disease | UC Berkeley Dept. of Chemical and Biomolecular engineering
Chemoproteomic Analysis of Methionine Redox Sites | UC Berkeley College of Chemistry
EEG (brain wave) data pattern recognition for biometric security | Lymbic AI LTD
Data analytics and visualization of Earth’s atmospheric CO2 on Cloud | University of California-Berkeley, Massachusetts Institute of Technology, Georgia Institute of Technology
Data Access Pattern of Distributed Disk Cache System | Lawrence Berkeley National Laboratory
Further development of Machine-learning tools for measuring spectral lines | National Institute of Standards and Technology
Deep learning for fuel management and reactor control of Pebble Bed Reactors | Nuclear Engineering Department
Computer vision and satellite imagery for autonomous mobility infrastructure | MIT Laboratory for Information & Decision Systems
Applications of AI to neutron scattering | National Institute of Standards and Technology
Large Language Model for Physics Literature | UC Berkeley Physics Dept
ORE subsurface modeling | Outer Rim Exploration Inc.
Building a Multi-Agent System for Real-Time Conversations Between Humans and AIs | Nexa Speech
Identifying Data Anomalies in Solar Microgrids | New Sun Road
Network performance prediction and anomaly detection | LBNL
EpiNu: Community Nutrition Security in DR Congo | UCB Blum Center for Developing Economies
advanced causal reasoning | Allos AI
LLMs for Causal Discovery and Inference | Allos AI
How power outages induced by wildfires may affect the medically vulnerable populations in wildfire-prone regions: A case study in California | Miami University
Rapid Reviews\Infectious Diseases: Leveraging Data Science to Advance the Science of Open Publishing [Subproject 1] | Rapid Reviews\Infectious Diseases (UC Berkeley Editorial Office)
Assist people living with Dementia through AI/ML | Mentia
Development of algorithms for early screening for dementia using speech | IGSA, Inc.
Developing efficiencies and visualization of surveillance and epidemiologic data | Pfizer, Inc.
Luma Health Bedrock: Maximizing Ease of Patient Self-Scheduling | Luma Health
Visualizing Accessibility to Community Resources With Community-Level and Social Determinants of Health (SDoH) Data | American Heart Association
Call me when you get home: new technologies, and the safety gender gap | Viola
Global Hunger Data & Predictive Model | Bread for the World
NLP or ML for Centers for Independent Living | ACL
Empirical Study of Citizen Petitions at FDA | BCLT Life Sciences Law & Policy Center
Unmasking Media Bias: Criminal Justice Reform in the News | Criminal Law & Justice Center
Eden Housing Scholarship Impact on Residents in Affordable Housing | Eden Housing
Adverse Childhood Experiences (ACEs) and Youth Outcomes | Aspiranet
Trend analysis of participation rates in the Child and Adult Care Food Program (CACFP) | University of California, Berkeley
Social Work Career Influence Survey | Behavioral Health Contractors' Association (BHCA)
Application Timeline
*Deadlines are due to change. Some projects will close their applications early while others will extend their application deadline.
