CLEAR-S Eval Harness
A layered evaluation system for testing agent outputs, trajectories, safety, latency, and cost across prompts, frameworks, and models.
- MLflow
- agents
- evaluation
- traces
Open source · demos · experiments
Projects
Open-source tools, reference implementations, and research demos built to make an AI question concrete enough to test.
Project archive
Databricks AI Intern
An autonomous AI and ML engineer that researches, trains, measures, reproduces, and serves what it builds using Databricks-native primitives.
- Databricks
- MLflow
- agents
- serverless
LayoutScribe
A Python package that converts PDF, PowerPoint, and Word files into Markdown and layout-aware JSON using multimodal models.
- Python
- multimodal
- documents
- PyPI
Real-Time Agent APIs
A reference implementation for streaming agent events, tool activity, approvals, and errors through FastAPI and WebSockets.
- FastAPI
- WebSockets
- Python
- agents
Auto Research on Serverless
An experiment in parallel hypothesis generation and measured iteration using Databricks serverless jobs.
- research
- Databricks
- serverless
- agents
CrawlSmart
A governed web crawling and question-answering application that follows site links, builds a searchable corpus, and exposes a conversational interface.
- RAG
- crawling
- Databricks Apps
- vector search