Telemetry pipelines, point-state models, front-end comms, and PLC logic experiments.
Portfolio / systems and research
Built for operators, analysts, and anyone who needs clean state.
This work spans control systems, simulation, market tooling, and data products. The individual domains change; the design instinct does not.
Infrastructure, markets, and compact engineering experiments that reinforce each other.
Every project here favors explicit behavior, testability, and operator trust over ornament.
Three lanes, one method
Start with the real state, use deterministic rules, and expose clean decisions. Three lanes below: choose the work that matches what you care about.
Infrastructure systems
SCADA, historian behavior, point quality, control logic, and testable operator-facing flows.
Open infrastructure laneMarket tooling
Research systems, sentiment extraction, time-series work, and public-market signal handling.
Open markets laneSmall experiments
Compact engineering environments for probing edge cases, assumptions, and protocol behavior.
Open experiments laneInfrastructure and SCADA
Projects grounded in telemetry quality, control logic, historian behavior, and operator-facing reliability.
SCADA HMI Pipeline
End-to-end simulation of field points, scaling, engineering units, quality injection, historian compression, alarm evaluation, and a minimal web HMI.
Point Lifecycle Simulator
SCADA Comms Front-End
PLC MicroScan Engine
Markets and Wall Street Silver
Analytics, sentiment infrastructure, and data products aimed at finding signal in public-market noise.
Wall Street Silver Analytics
Silver Sentiment MVP
Other engineering
Smaller experiments that still reflect the same preference for deterministic behavior and transparent system state.