Coding & Automation
Coding & Automation
Operations automation, engineering scripts, AI applications, and custom software, built for manufacturing and technical environments where reliability matters more than novelty.
Operations Automation
Manual processes replaced with systems that run reliably without supervision, order management, inventory, pricing, reporting, and billing.
End-to-end automation for manufacturing operations, from order intake through production scheduling, inventory updates, and billing.
Order intake, routing, and scheduling
Inventory management and reorder forecasting
Pricing, quoting, and billing automation
QuickBooks integration
Data pipelines that pull from existing sources and generate structured reports, summaries, and shipping documents, without manual formatting.
Automated report generation from raw data
Power BI dashboards for operational reporting
Shipping label and document automation
An end-to-end manufacturing automation system replaced a process that had previously required a dedicated staff position, order intake, production scheduling, inventory updates, and billing handled automatically.
Engineering Tools
Spreadsheet-based tools for engineering calculation, data formatting, and report generation, built to be maintained and extended by the team using them.
Engineering calculation templates
Automated data formatting and summary sheets
Price lists, BOM tools, and quotation generators
Measurement and control systems for lab and manufacturing environments, from sensor integration through to data logging and automated response.
Arduino and Raspberry Pi measurement systems
PLC integration for manufacturing automation
Robotic cell programming (ABB, UR)
Custom scripts for processing test data, automating FEM post-processing, and generating structured outputs from raw simulation results.
ABAQUS workflow automation and result extraction
Python and MATLAB FEM post-processing pipelines
Test data acquisition and structured reporting
AI & Applications
Practical AI systems for technical and operational environments, not demos, but tools that handle real workflows and integrate with existing data.
Multi-agent platforms (AutoGen, PydanticAI)
RAG workflows with domain knowledge bases
Context-aware decision support systems
Legacy code that works but cannot safely be modified, reviewed, documented, and brought up to a standard that the whole team can maintain. VBA to Python, MATLAB to Python, or just documentation and cleanup.
Code review and documentation
Legacy modernization (VBA → Python, MATLAB → Python)
Git version control setup
Lightweight applications that do one thing well, without unnecessary complexity or infrastructure overhead.
Flask web apps with API backends
Python GUIs for real-time data workflows
SQLite database design and integration
All tools are built to be handed over, with documentation, clean structure, and the assumption that someone else will need to maintain or extend the work later.
Describe the workflow, the tool or approach will be worked out together.