Telemetry state, historian behavior, alarms, and what the operator sees.
Independent systems / markets / control
Gas SCADA, market data, and control simulators.
I build tooling for gas SCADA, market data, and control-system simulation. I spend most of my time on the parts that break quietly: stale values, false alarms, and data nobody can verify.
SCADA
Telemetry
Markets
Simulation
Market research systems, audience infrastructure, and tools for extracting public-market evidence.
From field signal to operator decision
The same working loop connects the infrastructure, market, and simulation projects.
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Observe
Capture the real state
Collect telemetry, market evidence, or simulator output without hiding gaps and stale values.
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Interpret
Make behavior explicit
Apply deterministic rules so quality, alarms, and changing conditions can be inspected.
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Act
Show the decision
Turn the result into an operator view, research output, or test that someone can verify.
A few projects
Signal Quality Engine
Deterministic DSP pipeline for synthetic SCADA telemetry that filters signals, detects drift, spikes, and oscillation, computes SQI scores, and supports replay.
OT Snapshot Reporter
Read-only, offline-friendly Windows operational state reporter for synthetic OT-style environments. PowerShell collectors gather known-host state, a C# report engine compares current output against expected baselines and previous snapshots, and the tool generates static HTML/CSV evidence.
SCADA HMI Pipeline
End-to-end simulation of field points, scaling, engineering units, quality injection, historian compression, alarm evaluation, and a minimal web HMI.
Video
Explore the work
Code, field notes, and Wall Street Silver.
Recent notes
Short technical notes and essays on telemetry, system behavior, and market infrastructure.
2026-06-07
The Signal Quality Engine is now open source
A real-time DSP pipeline for SCADA telemetry with filtering, anomaly detection, and signal quality scoring, released under Apache 2.0.
2026-02-13Measurement-Chain Physics for Sampled Telemetry
Technical notes on sensor physics, sampling, and signal fidelity in SCADA systems.
2026-02-12Turning Noisy Telemetry Into Stable Incidents (Without Losing Determinism)
How to convert raw, unreliable telemetry into stable incident streams that operators can trust.