WORK
Selected systems & case studies.
Technical work presented through the problem, architecture and implementation decisions—not inflated outcome claims.
SELECTED WORK
Operational systems built to be understood and maintained.
CURRENT COMMERCIAL FOCUS
Recruitment Operations System
A modular system direction for candidate intake, screening support, interview coordination, ATS and CRM updates, communication and operational reporting. AI assists where useful; recruiters retain control of important decisions.
CASE STUDY 01
AI Email Operations System
A reusable n8n reference system for classifying unread messages, loading business context, producing reviewable drafts, applying labels and recording every execution.
CASE STUDY 02
Production n8n Infrastructure
A self-hosted deployment configured around PostgreSQL, Redis, queue-mode execution and a separate worker—designed as an operational platform rather than a demo container.
CONTEXT
Evidence over volume.
This portfolio stays deliberately small. Internal product systems and infrastructure are labelled as such, and recruitment is shown as the current commercial focus—not as a permanent limit on the work.