proof · working systems

Project library

Systems in use, in build and in research. Each write-up covers the problem, the approach and the guardrails. Demos on request.

P-01 active

Bid Radar

Watches a bid mailbox for federal solicitation notices, verifies each one against the official record, screens it against explicit bid criteria, and hands the qualifying ones off for pursuit.

pythonazuregovcon
P-02 active

Career Launch

A shared onboarding portal that replaces per-person spreadsheet trackers with one system hires, mentors and managers all work in, from day one through week twelve.

pythonstreamlitonboarding
live demo Read →
P-03 active

GROMA

A governance-first repository intelligence platform. Reads sprawling codebases and turns them into a single, governed, auditable runtime.

pythongovernancecode intelligence
P-04 active

Governed Research Engine

A semantic research pipeline where claims only surface once the evidence behind them clears a confidence threshold.

semantic pipelinesevidencellm
P-05 active

KV4

A claims engine that reads research notes and proposes claims, but promotes one only when enough separate sources back it. A model can miss things, but it can't invent them.

architecturesemantic os
P-06 concept

Governed Workflow UI

Excel-native UI/UX patterns for governed workflows, so business teams can work in the tool they know without breaking the rules.

exceluxworkflow