I build software and tooling around real systems, interfaces and operational problems.
My work sits where software integration meets systems infrastructure, physical devices and operational reality. I build code close to systems: PLC↔MES middleware, PLC-connected production-test software, APIs and data workflows, traceability systems, automation tooling and developer/AI utilities.
This profile is the lab side of that work. Where AI assists development, that is stated openly; architecture, interfaces, data models, validation rules and delivery decisions are owned end to end.
| Domain | Technologies, Protocols & Practices |
|---|---|
| Languages & Core | Python C#/.NET C (C99) Bash PowerShell Basics SQL |
| Systems, Integration & Automation | Linux Docker REST APIs FastAPI Django / DRF Git / GitHub Actions PostgreSQL SQLite Node-RED MQTT Modbus TCP/RTU |
| Industrial & Device Interfaces | Industrial Ethernet Siemens TIA Portal HIMA SILworX OPC UA CANopen/EDS Production Test Systems |
| AI & Developer Tooling | LLM API Integration Tool / Function Calling Multi-Provider Gateways Context Engineering Agent Governance JSON-RPC / ACP |
| Repository | Focus & Architecture | Status |
|---|---|---|
| Tender Tracker | Local-first market intelligence platform with deterministic rules before optional LLM filtering, FastAPI dashboard and SQLite persistence. | Active Development |
| Context Rail | Repository-native governance and memory for coding agents with task-to-code traceability, root-cause defect handling and verification controls. | Maintained |
| ANSYS SCADE–Modbus Middleware | C99 middleware connecting SCADE Display interfaces with PLC environments over Modbus TCP/IP; validated on physical lab hardware. | Complete (PoC) |
| Aerospace MES & Traceability | Containerized MES-style traceability application with Django/DRF, PostgreSQL, RBAC, FIFO allocation, UUID serialization and audit trails. | Complete (PoC) |
| Secure Industrial Messaging Platform | Full-stack prototype for authenticated field-to-central messaging and persistent event logging using FastAPI, WebSockets and PostgreSQL. | Complete (PoC) |
- Systems Integration & Automation: Middleware, adapters, APIs and operational tooling that make heterogeneous systems work together.
- Networked Systems: Linux-based tooling, diagnostics, connected devices and infrastructure-adjacent automation.
- AI-Assisted Engineering: Requirements, coding-agent governance and developer tooling with deterministic controls around the model.
Own. Build. Deliver.

