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

Findings Applications of LLMs to Planning

Platforms/Infrastructure

Technical Area(s)

Natural language processing (NLP)

FactGrid Wikibase: Wikidata NLP & Digital Publication Pipeline

Natural language processing (NLP)

Exploring Tumor Microenvironment Interactions: Tools and Workflows for ER + Breast Cancer

Machine Learning (ML)

Evolution of aging concepts in scholarly literature

Natural language processing (NLP)

Evolution of Aging Concepts

Machine Learning (ML)

EpiNu Advancing Food Security Solutions

Machine Learning (ML)

Environmental Intelligence Using Machine Learning

Machine Learning (ML)

Enhancing Managerial Excellence with ChatGPT and Retrieval Augmented Generation: The Berkeley Administrative Management Professionals (AMP) Toolkit

Platforms/Infrastructure

Technical Area(s)

Natural language processing (NLP)

3d render of dna structure and cells, abstract background

Empowering Families LLM Applications for ADHD and Genetic Risk in Parents and Children

Natural language processing (NLP)

Empirical Analysis of FDA Citizen Petitions

Natural language processing (NLP)

Developing an OCR Wikibase Pipeline for Place Names in the RGTC Series

Natural language processing (NLP)

Detecting Anomalous Opex

Designing Remote Monitoring for Smart Manufacturing Facilities: Hazard Identification and Classification

Machine Learning (ML)

Firefighter facing burning fire with trees surrounding

Catalyzing change in the K12 education to address future climate impacts

Assessing Creative Agency in the Big Ideas Course: From Imagination to Innovation

Aspiranet Texting Reminders

An LLM-powered Insights Generator Based on Crowdsourced Industry Data

Natural language processing (NLP)

Akadian NLP and Knowledge Integration

Natural language processing (NLP)

Predicting Overall Team Performance From Physiological Signals

Term

Fall 2023

Optimizing HVAC Operations and Indoor Environments through Predictive Modeling

Term

Fall 2023

Opportunities and Risks of AI in Pancreatic Cancer Detection

Opportunities and Risks of AI in Improving Pancreatic Cancer Detection

Term

Fall 2023

The Unnatural Translation Database: Streamlining data entry through automation

Term

Fall 2023

Development of Building Component Fragility Database to Support Recovery-Based Seismic Analysis and Design

Term

Fall 2023

Fiber Reinforced Polymer (FRP) Retrofitted Shear Wall Relational Database Development

Term

Fall 2023

Measuring Minority Political Rights

Term

Fall 2023

Cross-Regional Lead Service Line Prediction using Machine Learning

Term

Fall 2023

Advancing Higgs Boson Research Through B-Jet Classification with Machine Learning

Term

Fall 2023

IRLE “Do Labor Market Policies Reduce Racial and Ethnic Disparities in Mental Health and Substance Use?"

Term

Fall 2023

2D Visualization of 3D Data Utilizing ParaView and Discourse

Term

Fall 2023

Identifying the Epigenetic and Expression Profile of Regulatory T Cells Expressing an Ezh2 Gain of Function Mutation

Term

Fall 2023

I-School: Detecting Illegal Sand Mining With Deep Learning and Remote Sensing

Term

Fall 2023

Human-I-T: Proving that Public/Private Partnerships Promote Digital Equity

Term

Fall 2023

Gauge - Building a More Accessible Web

Term

Fall 2023

Using Graph Neural Networks to Identify Quark Collisions in a Particle Collider

Term

Fall 2023

UCSC MARINe

Term

Fall 2023

UC Berkeley, Stanford University || Adoption of new technologies, women's safety, and trust in formal institutions

Term

Fall 2023

UC Berkeley Shekhar Lab: Evolution of retinal cell types

Term

Fall 2023

Trends for birth, acquired, and age-related disabilities, VOSAP

Term

Fall 2023

Transforming AI Capabilities in HR: HUELLA's Strategic Enhancement of Candidate Evaluation

Term

Fall 2023

Tracking Eminent Domain and Tax Foreclosure Over Time

Term

Fall 2023