Murilo Reis

The consultancy I co-founded with Douglas Woollam, delivering AI, data and automation work to small and mid-sized Irish businesses — scoped around a measurable outcome rather than a day rate, and run end to end from discovery to handover.

Tools: Python · Claude API · FastAPI · SQL · BigQuery · Cloud Run · Power BI

• Scope engagements around a measurable business outcome — hours returned, cost avoided, turnaround reduced — agreed before any build starts.
• Design and ship AI-assisted automation with confidence floors, validation gates and a human path, so the system is allowed to decline rather than assert a wrong answer.
• Hand over with documentation, version control and a named owner, leaving the client owning what they paid for.

• Manage the full project lifecycle for multiple clients — from consultation and stakeholder engagement to architecting and deploying end-to-end data & automation solutions.
• Engineer custom automation with Python and RPA, streamlining complex processes and reducing manual effort by up to 80%.
• Perform exploratory data analysis and statistical modelling to surface KPIs and predictive insight for forecasting; version control with Git / GitHub / GitLab.

• Engineered and maintained scalable ETL pipelines processing terabytes of data from disparate sources into Google BigQuery, ensuring integrity and data governance.
• Delivered dynamic BI dashboards that guided strategic decisions, and drove process improvements with low-code apps (AppSheet) and AI automation (n8n).
• Automated extraction from legacy systems (RPA) and external sites (web scraping), and optimised BigQuery performance with complex SQL and stored procedures.

• First point of contact for all IT issues, providing timely hardware and software support to a busy legal office.
• Managed system maintenance, network configuration and software updates to keep workstations stable and secure.