Weedlinks — Chemical Records & Plant Identification
A full-stack, offline-first platform for chemical records and plant species identification in bushland and environmental asset management.
AI for ecology and conservation
Lead of AI Delivery & Architecture
My mission is to empower the design and delivery of NativeAI systems that help make better decisions, creating environments that thrive in ecologically healthy spaces.
Every place has a history to share.
30%more project execution efficiency within 6 months, from AI agents and a forecasting pipelineNaturelinks, for Melbourne Water
900users served across four countries, after a six-month migration of 120 servers and 32 systemsABASTIBLE
50people coordinated across onshore and offshore teamsABASTIBLE
EcologyConservationUrban green spaceBushlandWaterwaysAI-native deliveryEcologyConservationUrban green spaceBushlandWaterwaysAI-native delivery
Delivered and run
Systems I've delivered
Naturelinks — AI Agents & Data Analytics Pipeline
AI agents and a Python analytics pipeline that lifted project execution efficiency 30% within 6 months for Naturelinks' Melbourne Water engagement.
ABASTIBLE — Multinational Migration & Cloud Architecture
Owned migration and cutover across four countries — servers, databases, and SAP — in six months, then spent three years designing the architecture and Kubernetes platform that followed.
Experience
Roles behind the work
2024–Present
Project Manager, Data Analyst & Developer
Naturelinks · AI Agents & Data Analytics Pipeline
- 30% increase in project execution efficiency within 6 months
2024–Present
Architect & full-stack developer
Naturelinks (via Shinrinyoku Tech) · Weedlinks — Chemical Records & Plant Identification
2025–Present
Architect & operator
Own venture (Shinrinyoku Tech) · On-premises and GCP infrastructure (SYT)
2026–Present
Architect & developer
Own venture · Rafael — Personal AI Orchestrator
2011–2021
Head of Architecture (2017–2021) / Systems Engineer (2011–2017)
ABASTIBLE S.A · Multinational IT Transformation
- 120 servers migrated
- 32 systems migrated
- 23 branch offices
- 900 users served
- 50-person onshore/offshore team coordinated
2009–2011
Database Project Manager
Nestlé Chile (via DB Tech Chile) · OLAP & data mining — data processing acceleration
- 92% reduction in data processing time
How I work
Teamwork runs on a clear message
My strength is teamwork, and it depends on excellent communication: the clearer the message, the better. I keep goals, tasks and objectives explicit, so everyone knows what they are doing and why.
Let's design and build smart products together
I create smart products that help make better decisions. If you'd like to know me and my work better, don't hesitate to contact me on any of my platforms.