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 way I build 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 evidence 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.
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.
Point Lifecycle Simulator
Lifecycle simulator for SCADA-style points, covering scaling, engineering units, quality flags, thresholds, rate-of-change alarms, event emission, and historian records.
SCADA Comms Front-End
Virtual comms front-end for simulated RTUs and PLCs, with message pacing, validation, timestamping, latency controls, routing, and explicit telemetry flow.
PLC MicroScan Engine
Compact control-logic simulator for PLC-style scan cycles, timers, permissives, interlocks, and structured-text behavior without physical hardware.
Markets and Wall Street Silver
Analytics, sentiment infrastructure, and data products aimed at finding signal in public-market noise.
Wall Street Silver Analytics
Tooling for sentiment signals, Reddit ingestion, CFTC datasets, COMEX inventory tracking, metals prices, and time-series dashboards.
Silver Sentiment MVP
Reddit ingestion, sentiment modeling, time-series storage, schema design, governance decisions, and visualization for evolving public-market narratives.
Other engineering
Smaller experiments that still reflect the same preference for deterministic behavior and transparent system state.
Control Systems Experiments
Standalone logic experiments, protocol fuzzing, small interpreters, test harnesses, and deterministic scheduling tests for edge-case behavior.