Projects
Specialist agents from an enterprise multi-agent platform for plant operations. Each page is a one-page writeup. Official demos will be linked as they come online.
Multi-Agent Orchestrator
Conversational entry point that classifies user intent, routes to specialist agents, and orchestrates multi-step autonomous plans with human approval.
Voice Control Bridge
Hands-free, real-time audio control of the plant system with native speech understanding, barge-in, and natural turn-taking.
Root Cause Analysis Agent
A parallel agent swarm that investigates equipment failures across an institutional knowledge graph, the public web, and internal documentation, with human-in-the-loop plan review.
Data Analysis Agent
Generates and runs Python in a secure sandbox to answer statistical, ML, and visualization questions about instrument time-series data.
Document Intelligence Agent
Multi-modal document Q&A, structured data extraction from specification PDFs, and on-demand technical image generation, all routed through a single decision graph.
Autonomous Task Executor
Plans, approves, schedules, and runs long-running workflows — with cross-agent delegation, anomaly detection, chart-backed reports, and multi-step chains.
GUI Automation Agent
Controls the plant dashboard by reasoning over screenshots, with fingerprint-based element remapping and dynamic schema constraints that keep the model in bounds.
Scientist-Bin
Agentic data scientist that plans ML/DL experiments, writes the notebook, and reports back — a one-person research pipeline in chat form.
I Can Do All Things
A from-scratch study trail through deep learning — built to learn by implementing, not by reading.