Telemetry state, historian behavior, alarm reliability, and operator-facing clarity.
Independent systems / markets / control
Systems for infrastructure, markets, and signals.
I build deterministic tools across real-time gas SCADA, market intelligence, and control-system simulation. The common thread is simple: make state obvious, preserve signal, and build systems that hold up when reality gets noisy.
Market research systems, audience infrastructure, and tools for extracting public-market evidence.
Current tracks
Critical infrastructure
Real-time SCADA work across telemetry pipelines, alarms, historian behavior, and operator-facing reliability.
Market intelligence
Research systems, evidence extraction, sentiment processing, and data products under Wall Street Silver.
Simulation and tooling
Protocol simulators, PLC logic experiments, and compact engineering tools for testing ideas quickly.
Selected work
Signal Quality Engine
Deterministic DSP pipeline for synthetic SCADA telemetry that filters raw signals, detects drift/spikes/oscillation, computes SQI scores, and produces replayable quality evidence.
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.
Featured video
Choose a path into the work
Three entry points depending on whether you want systems context, project detail, or written reasoning first.
Start with infrastructure
Jump directly into the SCADA and simulation projects with the best balance of context and detail.
For readersStart with field notes
Read the essays and technical notes that explain the thinking behind the systems work.
For market operatorsStart with Wall Street Silver
See the market-side operating model, audience systems, and research workflows in one place.
Recent writing
Short technical notes and essays on telemetry, system behavior, and market infrastructure.
SCADA side projects for technical depth
How compact simulators, test harnesses, and protocol experiments sharpen SCADA judgment.
2025-12-05Designing a silver market data pipeline for WSS
How a multi-source data pipeline was architected for the Wall Street Silver market data pipeline for WSS.
2026-01-29Freedom Is Fragile: From Eritrea to Wall Street Silver
A personal essay about freedom, memory, and why the market and community work matters.