Spreadsheet & CSV automation
Clean, combine, validate, and transform data without the manual copy-paste.
Services
Practical software for the work that slows you down.
Start with a repetitive process, a messy dataset, or a system that will not talk to another system. I will help you turn it into something clearer, faster, and easier to run.
Start here
Four offers built around common business problems.
These are the best entry points if you are not sure which service you need. Each one starts with a sample input and a clear definition of the output.
PDF & document data extraction
Turn recurring invoices, statements, forms, and reports into structured data.
API integration & workflow automation
Connect the systems your team already uses and stop moving data by hand.
Python & office automation
Replace repetitive file, document, and reporting work with a dependable script.
Full catalog
Five groups of work I can take on.
The catalog is intentionally broad. The first conversation is about narrowing it to one problem worth solving.
Best starting point
Office & data automation
Replace recurring spreadsheet, document, and reporting work with a repeatable process your team can run without manual copy-paste.
- Excel, CSV & spreadsheet automation
- Spreadsheet cleanup, merging, validation & reconciliation
- PDF data extraction into spreadsheets or databases
- Invoice, report & document processing
- Bulk file renaming, sorting, conversion & archiving
- Automated report generation
- Email attachment & document workflows
- Form-to-spreadsheet or form-to-database workflows
- Data imports, exports, deduplication & transformation
Build or repair
Software & backend development
Custom software, internal tools, and fixes for applications that have become slow, fragile, or difficult to change.
- Python scripting & custom utilities
- Django applications & web portals
- REST API development & integration
- PostgreSQL & SQL database work
- Legacy application maintenance
- Bug fixing, performance investigation & refactoring
- Internal business tools & admin dashboards
- Scheduled jobs & background processing
Connect the dots
Web data & system integration
Collect permitted public data and keep business systems in sync, with clear limits around access, privacy, and rate limits.
- Website data scraping where permitted
- Public catalogue & directory data collection
- Structured extraction from HTML & public pages
- API-based data collection
- Data normalization & enrichment
- Scheduled data feeds & synchronization
- Integrations between business applications
- Monitoring for changes to public web pages
Practical, human-reviewed
AI & workflow automation
Local and API-based AI workflows for documents and repetitive classification, with human review where accuracy matters.
- Local AI & Ollama setup
- Private document search & retrieval prototypes
- AI-assisted document classification & summarization
- Integration of AI APIs into existing workflows
- Automated text extraction & categorization
- Human-reviewed AI processing pipelines
- Open-source coding assistant & development environment setup
Software, not board repair
Embedded & technical engineering
Diagnostics, test tooling, and compatibility work around embedded devices and industrial equipment. Physical board-level repair is out of scope.
- Embedded C/C++ debugging
- Python hardware test utilities
- Serial communication & protocol troubleshooting
- Modbus integration & test tooling
- Test automation for electronics & industrial devices
- Diagnostic utilities & data logging
- Reverse engineering & compatibility investigation
- Technical prototypes & proof-of-concept tools
How it works
Assess, agree, build, test, deliver.
No mystery process and no open-ended retainer unless we explicitly agree to one.
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01
Assess
We start with the process, sample inputs, and the outcome you need. I confirm whether the work is a good fit before quoting.
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02
Agree on scope
We agree on the deliverable, assumptions, limitations, and how changes will be handled.
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03
Build
I build the smallest reliable solution that solves the problem, with clear checkpoints rather than a long silent stretch.
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04
Test
The solution is checked against representative samples, including edge cases and rejected records.
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05
Deliver
You receive the working files, a short handover, and clear next steps for running or maintaining the solution.
Scope and limits
- Web data work is limited to data you are permitted to collect, with respect for terms, access controls, privacy, and rate limits.
- AI and extraction workflows include human review where accuracy matters; they are not presented as perfect automation.
- Embedded work covers software, diagnostics, and test tooling, not board-level repair or safety-critical certification.
- I do not invent client results, testimonials, or performance claims. Demonstration work is labelled as such.
Next step
Not sure which service fits?
Describe the current process and the outcome you need. I will tell you what is practical, what is not, and what a sensible first scope looks like.