Data Discovery Projects

Spring 2025 Award Winners

An Empirical Analysis of Section 230

Data Discovery Insights (Best Poster Award)

Dan Chizik, Isabelle Ng, Nihar Nuthikattu, Siyona Sarma (Advised by Dr. Emma Lurie)

Equitable Stewardship of California’s Water in a Changing Climate

Data Discovery Insights (Best Poster Award)

Claire Meaney, Maram Ahmed, Isabelle Goebel, Rain Zou (Advised by Prof. Laurel Larsen and Dr Dino Bellugi)

Measuring Board Effectiveness

Data Visualization (Project Award)

Brian Hwang, Canon Stringer, Iris Liu, Kenny Wongchamcharoen, Keryssa Li (Advised by Brittni Levinson)

MangroveGPT: Real-Time Multi-Modal Analysis with Agentic AI

Human Contexts and Ethics (Project Award)

Gilbert Harijanto, Ashley Nguyen, Aniket Kamat (Advised by Dr. Ranjan Sinha)

AI Meets Innovation: Berkeley’s AMP Manager Toolkit for Leaders

Large Language Modeling Innovation (Project Award)

Keagan Jon Aromin, Sheryas Rana, Aditi Singh, Gabriel Gomes, Brian Chen, Atharv Naidu (Advised by Dr Jolie Lam)

Discovery Projects

Project Sidewalk

The Costs and Benefits of Buying American

Term

Fall 2023

Acheivemnt Gaps in Berkeley Public Schools

Term

Fall 2023

Sustainability Data Framework

Term

Fall 2023

Credit Scoring Algorithms using Alternative Data Sources and Machine-Learning

Term

Fall 2023

Monetization Journey of Existing Free Users

Term

Fall 2023

ChatCHW for Community Health Workers

Term

Fall 2023

Enterprise Customer Content "Taste"

Term

Fall 2023

Data-Backed Global Pricing Strategy

Term

Fall 2023

Network Performance Prediction and Anomaly Detection

Term

Fall 2023

Moment Price Estimator

Term

Fall 2023

Using Machine Learning to Elucidate the Genetic Underpinnings of Multicellularity

Term

Fall 2023

Enabling drug discovery with AI-powered quantum chemistry

Term

Fall 2023

Sub-Seasonal Wildfire Burned Area Prediction with Machine Learning

Term

Fall 2023

Product Development AI

Term

Fall 2023

RecSys - Merlin Models

Term

Fall 2023

Personalized Contextual Product Reviews

Term

Fall 2023

ML for Biodiversity Monitoring

Term

Fall 2023

Traffic Signal Conditions Tested by a Robot

Term

Fall 2023

Datahub

Term

Fall 2023

ChatBots: What can they be really used for?

Term

Fall 2023

Mobility Analytics

Term

Fall 2023

Hospital Affiliations in California: Trends and Impacts

Determining success

Geographic information system (GIS)

FactGrid Cuneiform

Social Listening on Vaccine Confidence in Southeast Asia

Machine Learning (ML)

Natural language processing (NLP)

Seven Million Demand Elasticities

Geographic information system (GIS)

HERE to Promote Student Well-being in K-12 Education

Platforms/Infrastructure

Social Sciences

Deep learning for pharmacokinetics and pharmacodynamics

Machine Learning (ML)

Benchmark dataset generation for discovery biologics

Machine Learning (ML)

Simulating Police Responses to Calls for Service

Geographic information system (GIS)

Cleaning criminal justice data

Machine Learning (ML)

Natural language processing (NLP)

Catalyzing a global movement of food systems leaders, powered by plants and data

LMC: Language Model Calibration

Natural language processing (NLP)

FHA: Faculty Hiring Analysis

Platforms/Infrastructure

Valuation of Nature Capital

Geographic information system (GIS)

Machine Learning (ML)

Natural language processing (NLP)

Global Poverty and Practice Minor Organizations (GPP Orgs) Database

Natural Language Processing for raw naturalistic audio data to learn about parent-child interaction in low-income households

Natural language processing (NLP)

UN Common Country Analysis (CCA)

Term

Spring 2023

Topic

Platforms/Infrastructure

Social Sciences

Technical Area(s)

Machine Learning (ML)

Natural language processing (NLP)

Cooperation Frameworks (CF) Good Practices Database

Platforms/Infrastructure

Social Sciences