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

High spatial resolution mapping of emissions and air

Geographic information system (GIS)

Machine Learning (ML)

Meta-analysis methods for publicly available datasets for Inflammatory bowel disease

Using Data Science and Text Mining to Improve Classification and Analysis of Healthy Start Grantee Progress Reports

Natural language processing (NLP)

Creating Machine Readable Well Test Data to Support Reservoir Evaluation and CCUS Efforts

Machine Learning (ML)

Natural language processing (NLP)

Technovation's data dashboard

Platforms/Infrastructure

Technical Area(s)

Geographic information system (GIS)

Machine Learning (ML)

Natural language processing (NLP)

Categorization of journal entries of Operation Control Center (OCC)

Physical Science/Engineering

Technical Area(s)

Machine Learning (ML)

Natural language processing (NLP)

Using Machine Learning for 2D Seismic Facies Classification Along the Pacific Outer Continental Shelf

Machine Learning (ML)

SFFD EMS and Community Paramedicine

Platforms/Infrastructure

Technical Area(s)

Geographic information system (GIS)

Machine Learning (ML)

Spirometry AI

Machine Learning (ML)

We Have to Talk: Resolving Conflict Through Spoken Conversation

From siloed databases to linked open data via Wikibase

Natural language processing (NLP)

Filling Gaps in Social Demographic Data using Machine Learning, Energy Consumption, and Alternative Data

Platforms/Infrastructure

Technical Area(s)

Machine Learning (ML)

Automated Quality Control and Analysis of Histopathology Images

Machine Learning (ML)

Estimating human-technology team consensus and creativity from physiological signals

Term

Spring 2023

Topic

Physical Science/Engineering

Platforms/Infrastructure

Technical Area(s)

Machine Learning (ML)

Natural language processing (NLP)

Analysis of Snowfall Storms Dynamics in the Western US

Geographic information system (GIS)

Investigating the Ethics of AI Art

Term

Spring 2023

Topic

Platforms/Infrastructure

Social Sciences

Technical Area(s)

Machine Learning (ML)

United Nations Country Team Report

Platforms/Infrastructure

Denoising to improve drug discovery assay models

Machine Learning (ML)

Fighting Climate Super-Pollutants

Understanding the food retail landscape: Are corporate businesses killing small businesses in Mexico?

Platforms/Infrastructure

Host Pathogen interaction in aging

Automated Next Generation Sequencing Workflow

LENS: Learning the Educational Needs of Students

Platforms/Infrastructure

Fathers' UpLift Data Dashboard

Empowering young stock market investors to have access to the same information as institutional investors

Natural language processing (NLP)

How much CO2 does our ecosystem breathe in and breathe out?

Machine Learning (ML)

Better Learning Through Better Learning Spaces

Term

Spring 2023

Topic

Platforms/Infrastructure

Technical Area(s)

Machine Learning (ML)

Natural language processing (NLP)

DSG Interns

Term

Spring 2023

Topic

Platforms/Infrastructure

Social Sciences

Technical Area(s)

Geographic information system (GIS)

Pupil Power - Developing Predictive Models of Pupil Size

Building computational tools to analyze life at single-molecule resolution

Separating Financial Fact from Opinion

Natural language processing (NLP)

A risk model for Social-Political Conflict in US States

Climate Synapse Carbon Mitigation Platform

Platforms/Infrastructure

Technical Area(s)

Natural language processing (NLP)

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

Machine Learning (ML)

Deep learning brain data for detecting Alzheimer Disease

CAA Members Discovery

ImpactMapping

Machine Learning (ML)

ADAM: Asteroid Discovery, Analysis, and Mapping Platform - Data Inconsistencies in the MPC

Term

Spring 2023

Topic

Physical Science/Engineering

Baby2Baby Community App

ChatBot for Drinking Water Regulations

Platforms/Infrastructure

Technical Area(s)

Machine Learning (ML)

Natural language processing (NLP)