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

Impact of Climate Change on Mangrove Forests

Telematics Data Dashboard

Analysis of > 13 million patient records

Analyzing API Call Activity

Square's Partner-Referred Sellers

ZeeMee Year End Analytics and Visualizations

Creating employee-rated company review dataset

Platforms/Infrastructure

Applying Data to Advance Augmented Reality

Machine learn with time series data to identify abnormality of air conditoner.

Term

Spring 2023

Topic

Physical Science/Engineering

Technical Area(s)

Machine Learning (ML)

Data Visualization: Equity in College and University Athletics

PROJECT AEI

Machine Learning (ML)

Network utilization with Open Science Data Federation (OSDF)

Network Performance Prediction and Anomaly Detection

Data access pattern from dCache Storage System

Machine Learning (ML)

PLN CRM, Database and Data Warehouse Development

Term

Fall 2022

Topic

Platforms/Infrastructure

Social Sciences

Transforming siloed databases to Linked Open Data via Wikibase

Platforms/Infrastructure

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

Fighting Climate Change through Landfill Biocovers

Promoting Accessible STEM Research

Parsing the news: Using NLP to analyze news articles

Natural language processing (NLP)

Community Paramedicine Data Infrastructure

Housing Justice in the Bay Area

Multivariate Model Building for Radial Diffusion in the Earth's Radiation Belts

Term

Fall 2022

Topic

Physical Science/Engineering

Technical Area(s)

Machine Learning (ML)

Predicting substorms through machine learning

Term

Fall 2022

Topic

Physical Science/Engineering

Technical Area(s)

Machine Learning (ML)

Predicting space weather

Term

Fall 2022

Topic

Physical Science/Engineering

Service Utilization, Program intersectionality, and Housing Retention at St. Joseph Center

Conflict Finder: Investigating conflicts of interest in medical research

Visualizing Trends in Student Experience at Research Universities

Accelerating Equitable Access to Environmental Literacy for CA TK-12 Students

Integrating data resources for California plants

Can planting trees help fight climate change? - Building a data-driven framework for evaluating natural climate solutions

Addressing Hospital Pricing & Access to Care

How can teachers' social networks advance climate resilience?

Mapping Orphan Oil Wells in California

Quantifying surface evaporation changes post-wildfire

Promoting Student Well-being in K-12 Education

Symbiotic co-design for Cyber-Physical Systems

Enzyme selection for compostable plastics/rational design of protein-like heteropolymers

Massive Neurophysiology Data for Coma Recovery

Allele specific editing program for CRISPR gene therapy