-
University of Illinois at Chicago
- Chicago, IL
- https://gist.github.com/davidshumway
- https://davidshumway.github.io/self/
- in/david-shumway-0b4661159
Starred repositories
Framework for evaluating and improving agents
A domain-ontology-driven agentic framework for LLM-based personal-finance reasoning across banking and personal-investments, with formal Action / Provenance / Constraint axes around the agent loop.
AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux reasoner,…
Browser-based RDF/ontology knowledge graph editor — load RDF from files, URLs or SPARQL endpoints; author nodes and edges on the canvas; run OWL-RL reasoning; apply multi-algorithm layout and clust…
Production-ready OWL/SHACL firewall for RAG pipelines: validates LLM-extracted contract clauses, blocks unsafe agent actions, and routes legal/procurement risks to human review.
LLM Agentic Tool Mesh Platform is an innovative platform designed to streamline and enhance the use of AI in various applications. It serves as a central hub to orchestrate 'Intelligent Plugins,' o…
Ground LLM output as provenance-tracked claims, not truths. A maximal super-ontology + native RDF-1.2 logic: reasoning engine — OWL, SHACL, SSSOM, EDOAL are generated lossy projections; a correspon…
SWEL - A Domain-Specific Language for Modelling Data-Intensive Workflows
This library has moved to https://github.com/googleapis/google-cloud-python/tree/main/packages/google-auth
Curated list of data science interview questions and answers
parliament / congress / legislature charts simplified
The Common Core Ontology Repository holds the current released version of the Common Core Ontology suite.
Translates named classes to equivalent class expressions
BFO repository including source code and latest documents
Download, model, analyze, and visualize street networks and other geospatial features from OpenStreetMap.
Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."
Multivariate Time Series Transformer, public version
Python3 interview prep cheatsheet and examples
A little word cloud generator in Python
Tools browser extension for Amazon.com's website mturk.com (Mechanical Turk)
A free, open source, cross-platform, Chinese-To-English dictionary for desktops.
ELM is a collection of utilities to apply Large Language Models (LLMs) to energy research.