Define frame the real problem
Selected work
Turning messy signals into useful systems.
A portfolio of products, operational workflows and market systems. The common thread is making complex work easier to understand, operate and improve.
Build make the signal useful
Launch put it into the work
observe · learn · iterate
Featured system
Current product
IrishTalents
A sponsorship-intelligence product helping international talent understand which companies in Ireland may be worth pursuing.
A live product where data, search, AI-assisted enrichment and market understanding meet.
- Role
- Founder / builder
- Stage
- Live product lab
- Domain
- Ireland / Europe
- Proof
- public data → product
Problem
Useful sponsorship signals are distributed across permits, company records, job demand and candidate questions.
Built
Structured company intelligence, search, enrichment, content surfaces and candidate-oriented workflows around public data.
Why it matters
The product turns a fragmented market into something people can explore, compare and act on without pretending to guarantee an outcome.
Other systems
Different domains. The same operating instinct.
Some work shipped at scale. Some is still being shaped. Each project is a different answer to the same question: what should become clearer for the person operating the system?
02
Financial systems
Financial workflow systems
Product architecture for document-heavy financial operations where traceability and human review matter.
- Role
- Product / architecture
- Proof
- documents → controls
- Domain
- Fintech / IBaaS
03
Built and scaled
Qualifiquei Leads
A B2B SaaS and data product for company discovery, enrichment and repeatable prospecting workflows.
- Role
- Founder / technical lead
- Proof
- 0 → paid adoption
- Domain
- B2B SaaS
04
Operations systems
TrukPay / transport systems
A product exploration for turning field activity, payment records and exceptions into a clearer financial control loop.
- Role
- Product discovery
- Proof
- capture → reconcile → review
- Domain
- Transport operations
What this work proves
The surface changes. The method stays visible.
Make the signal visible
Start with the messy reality instead of jumping straight to the feature list.
Build the smallest useful loop
Connect data, interface and decision-making around a real operating need.
Keep judgment in the system
Automate repetition while preserving review, context and accountability.
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