Selected work

Product decisions. Working systems.

Three case stories across two product ecosystems. Explore the problem, delivery responsibility, and current stage of each.

VedaBase

Making a deep body of knowledge easier to explore.

From recovering the source database to native macOS and iOS applications, local hybrid search, and on-device AI.

Current stage: Native apps built; research workflows evolving

Inside the project

Original sources
Recovered corpus · stable passage IDs
Find & question
Local hybrid search · on-device AI
Read with context
Native macOS & iOS experiences

System overview · not an application screenshot

Bruber

Moving decisions to the moment they matter.

An initial screenshot-upload brief became a native product for understanding ride-offer economics while the decision still matters.

Current stage: Built components; ongoing development

Inside the project

Capture the offer
Visible terms · card-local recognition
Calculate the context
Explicit economics · vehicle costs
Support the decision
Native iPhone experience · history

System overview · not an application screenshot

Community intelligence

Making customer understanding useful beyond the conversation.

Research, source records, a searchable knowledge base, and task-specific agents connected audience understanding to organic distribution.

Current stage: Local tooling built; campaign operated

Inside the project

Listen with context
Posts · responses · source records
Build working knowledge
SQLite · full-text retrieval
Act with judgment
Agent-assisted work · human review

System overview · not an application screenshot

VedaBase and Bruber are the two project ecosystems represented here. Community intelligence describes a separate Bruber workstream. These owner-attributed stories distinguish implemented work, continuing development, and outcomes that have not been established.

Bring the problem. We’ll help find the next step.

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