past student collaboration
Arabic Pronunciation Training and Feedback
Student collaboration on pronunciation practice and feedback support for learners of Arabic.
Portfolio archive
Complete Project Index
A fuller public archive of project records, including older or less central work that does not always belong on the curated Projects page.
Archive
20 public project records.
2026-present
Annotaurus
PTI text annotation platform for assigning tasks, collecting labels, and connecting human review to downstream extraction workflows.
2026-present
Class Maestro
Course operations tooling for managing teaching workflows, student-facing materials, protected instructor resources, and authenticated course infrastructure.
2026-present
Colophon
Mobile-friendly book intake, metadata extraction, valuation evidence, and buyer sharing for inherited, rare, signed, and resale-relevant books.
2026-present
Garm Factotum
Automation infrastructure for coordinating repository work, issue context, CI feedback, and development operations.
2026-present
Indigenictionary
Community-facing dictionary, search, and curation infrastructure for Indigenous language learning and language-program needs.
2026-present
Mercurious
Android-first DC-1 app for reading PDFs and EPUBs, handwritten annotation, free-form notes, and capture into Exocortex.
2025-present
LLMs for Lesser Resourced Languages
Research on tokenization and representation choices for language communities poorly served by mainstream pretrained vocabularies.
2025-present
Tucson Loves Music
TLM event discovery and ingestion infrastructure for extracting, normalizing, and curating live-music records from hundreds of disparate venue and promoter websites.
2025-2026
Gutenberg
MCP surface for deep DOCX editing against document styles, templates, and structured editing constraints.
2024-present
Authorship, Style, and Language Variation
Research on modeling stylistic evidence for attribution, verification, controlled rewriting, and language variation.
2024-present
Linguistic Intergroup Bias
Research on how social-group framing and subtle linguistic choices shape descriptions of people, actions, responsibility, and social meaning.
2024-2026
Daedalus
Vision-based PI&D understanding for engineering PDFs, combining document analysis, extraction, and graph-oriented structure.
2024-2025
AgScribe
LLM-driven structured information extraction over transcribed interviews, using private model deployment and an explicit target schema.
2022-present
Public Health Information Access
Applied language technology for making trusted public health information easier to search, summarize, translate, and reuse.
2022-present
Example-driven Program Synthesis
Neural and LLM-assisted program synthesis systems for generating explainable, editable extraction rules from examples.
2020
Machine Reading for Logistics
DARPA logistics machine-reading work for extracting supply-chain events, document structure, and process signals from unstructured text.
2019-present
Neuro-symbolic AI for Interpretable Information Extraction
Research on executable, editable extraction programs that combine linguistic structure, neural assistance, provenance, and human review.
2017-2019
Influence Search
Literature-based discovery platform joining multi-domain causal extractions into a searchable and editable knowledge graph.
2014-2018
Scientific Information Extraction and Knowledge Assembly
Biomedical and scientific machine-reading work around extracting events, assembling evidence, and building inspectable knowledge structures.
No public project records match this filter.