Selected work / Product engineering · GIS · Data systems
Baruna — Spatial & Environmental Intelligence
A product-led workflow for turning a project boundary into traceable environmental and spatial evidence that teams can review, interpret, and carry into a professional decision process.
The useful unit is a project area, not another map viewer.
Many environmental and spatial tools make datasets visible without turning them into a repeatable review workflow. Baruna is being shaped around a simpler question: given a real project area, what evidence should a team inspect before it goes deeper?
Boundary → evidence → context → review.
The product direction separates input, evidence generation, interpretation context, and review output. That keeps the workflow understandable while leaving room for more datasets and analysis methods later.
Boundary supplied as the starting context.
Relevant datasets are summarized against the same area.
Time period, provenance, and limitations stay visible.
A result that supports discussion instead of ending at visualization.
The hard part is making evidence usable without overstating it.
The workflow needs to work with real project AOIs, not force every question into administrative boundaries.
Environmental signals need provenance, time context, and explicit limitations so the product does not overclaim what remote data proves.
The product must help a reviewer move from an area to evidence and interpretation, rather than stop at a passive layer viewer.
Product thinking carried through technical delivery.
Baruna is useful portfolio proof because it combines product direction, spatial/data workflows, backend and web delivery, and the discipline to define what the system can and cannot claim. The case study intentionally separates verified capability, current limitation, and planned exploration.