Working with data, systems, and software with AI leverage.
Open to hands-on roles and contract projects where messy data, internal tools, integrations, automation, or existing codebases need someone who can learn fast, build carefully, and use AI well without making the work weird.
What I Am Useful For
I work well in the layer between business data, software, and execution: APIs, structured data, validation logic, system mapping, AI workflows, and the practical glue that makes tools talk to each other.
My background is product-heavy, with deep experience in PLM, product master data, traceability, compliance, and Digital Product Passports. The direction now is broader: working with data and building useful software with Python, APIs, automation, AI agents, and AI-assisted development across different stacks and project types.
Services
Working With Data
Cleaning up the messy layer between systems, teams, and tools
Available for work that turns messy business data into something reliable, usable, and ready for the next system, report, workflow, or product decision.
- - Python, APIs, JSON, structured data, exports, and imports
- - Extracting, transforming, validating, mapping, enriching, and connecting data
- - Data quality improvements for reporting, automation, and downstream tools
- - Product, supplier, material, SKU, item, BOM, and classification data
Software With AI Leverage
Fast, careful building across whatever stack the work needs
I use AI as a serious development amplifier: to understand codebases faster, build across unfamiliar stacks, automate repetitive work, and ship useful software without turning every project into an AI demo.
- - AI-leveraged development across existing codebases, tools, and languages
- - Agents, workflow automation, structured prompts, and tool integrations
- - Practical AI systems that work with real data and real constraints
- - Fast prototyping, implementation support, and technical problem solving
PLM & Product Master Data
Deep product data knowledge from apparel, footwear, bags, and consumer goods
I work at the layer between product teams, business systems, compliance requirements, and technical implementation, especially where complex product data needs to stay consistent and traceable.
- - Centric PLM structures, workflows, data models, and system mappings
- - BOM, material, supplier, SKU, item, and product classification data
- - PLM/ERP alignment, reporting foundations, and downstream data flows
- - Digital Product Passport readiness, traceability, and compliance data
Automation & Internal Tools
Small tools that remove repeated manual work
I build practical automations and internal tools for teams that need leverage without a large platform project. The goal is simple: fewer manual handoffs, cleaner data, and faster execution.
- - Workflow automation around spreadsheets, APIs, exports, and recurring tasks
- - Internal data tools, scripts, prototypes, and AI-ready knowledge structures
- - System-to-system handoffs where standard integrations are missing
- - Clear documentation and maintainable handover for the team
Get in Touch
Hiring for a role or project around data, software, integrations, automation, or product systems? Send a short note about the project, stack, and where things are stuck.