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Daniel Ye, Ph.D. candidate at Iowa State University

Daniel Ye

Yifei Ye · 叶逸飞

Ph.D. Candidate
Department of Industrial and Manufacturing Systems Engineering,
Iowa State University

2209 Therkildsen Industrial Engineering

danielye0010 AT gmail DOT com


Projects

Software & Systems

More on GitHub ↗

AI agents, spatial interaction, 3D learning, and computing at scale.

TradeAgent public website
Project website

AI agents · Automation

TradeAgent

Developed an open-source AI trading system integrating GPT/Claude research agents, automated Robinhood execution, an operator dashboard, and a public decision record.

MCPLLM OrchestrationSQLite
AutoReport workflow: collect laboratory usage data, analyze it with AWS S3 and Athena, and generate reports for delivery
System workflow illustration

Cloud data engineering · Reporting automation

AutoReport System

Turn laboratory activity into reports ready to share. Built one connected system for API collection, AWS analytics, and automated reporting—delivering monthly overviews, unit-level reports, and trimester summaries.

AWSData PipelinesRMarkdown
Adaptive Bubble Selection VR showing colored targets and selection feedback
VR prototype

Spatial interaction · HCI

Adaptive Bubble Selection VR

A VR selector that responds to intent: hand motion and scene density dynamically reshape how targets are selected.

UnityOpenXRIntent Scoring
Topology-Aware Point Cloud Completion workflow illustration
Workflow illustration

3D deep learning · Reconstruction

Topology-Aware Point Cloud Completion

Bring topology into 3D AI: fuse persistent-homology features with a point-cloud network to reconstruct missing geometry and evaluate hole structure.

PyTorchGUDHIPersistent Homology
Distributed Spectral Search workflow illustration
Workflow illustration

Distributed computing · HTCondor

2.5 Million Spectra. One Distributed Search.

Turn a 2.5-million-spectrum search into parallel HTCondor jobs, then reduce the results to the 100 closest galaxy matches.

HTCondorFITSioTemplate Matching