Evidence-tiered portfolio map

Project and partnership atlas

Each label records the evidence state: current role, live integration, delivery, proposal or exploration. Naming an organization records the relationship context; it does not imply endorsement, ownership or a formal commercial partnership.

Organizations and counterparties

Delivered work, live integrations and open proposals

I coordinate work across operations, vendors, data, finance and delivery. These summaries state the role I played and the boundary of the available evidence.

OrganizationEvidence statePortfolio-relevant workBoundary / next step
Nova MicrofinanceCurrent role · employer systemsIT operations across HelaPlus/Fineract, reporting, reconciliations, users and devices, communications, data controls, vendor escalation and fleet-linked finance.Employer systems are capability evidence; client data and proprietary implementation details remain private.
eTranzactExploratory · integration designPartnership discussions and design of a provider-neutral payment/wallet-deduction path for SmartRide and connected finance workflows.The design has no production payment dispatch. Formal authority, credentials, callbacks, reconciliation and commercial terms remain open gates.
Simba AutomotivesLive trial · permission-dependent case studyBuilt a branch- and role-aware operations platform for leads, field sales, inventory, delivery, service jobs, commissions, approvals and management reporting.Commercial acceptance, intellectual-property position and public case-study permission require closure.
Arc Ride UgandaConcept and proposal stageExplored role-based operations, rider onboarding, loan workflow, swap-station visibility, HRIS options and equipment sourcing in an electric-mobility context.The available operations centre remains an interactive concept with illustrative data. It has not been deployed in production.
Yo UgandaLive integration coordinationCoordinated the Bankroll USSD session and payment-confirmation endpoint change during a vendor server migration.The repayment channel must be migrated or retired before the legacy core can be switched off.
GPS51 and ZemboTechnical-provider integration workMapped telematics, position, alarm, geofence and controlled-command interfaces for SmartRide. GPS51 supports live read-only refresh; Zembo's specification is partial.Commands stay simulated and audited until device rights, safety controls and pilot authority are explicit.
Legitimo Tech SolutionsDelivery collaboratorDelivery route for client systems and technical procurement work, including the Simba engagement and Arc Ride equipment quotation.Each engagement needs explicit ownership, support, publication and commercial terms.
Uganda Bureau of StatisticsCompleted field roleDigital Census technical support, including user support, device troubleshooting, escalation, digital records and device-readiness work.Presented as professional experience, not as a current partnership.
Promising project estate

The strongest builds, plans and concepts

Selected from the ChatGPT workspaces, Claude project history, BRAIN project records and current repositories. Maturity and ownership boundaries are part of each entry.

Founder-controlled · pre-pilot

VICI Reality

Phone/browser immersive property evidence, guided remote viewing and a low-bandwidth route for local and diaspora buyers.

Open initiative →
Working local prototype

SmartRide

Loan-linked mobility assurance joining asset identity, telematics, finance events, swap eligibility, collections, recovery and guarded commands.

  • Read-only live telematics path
  • Simulated, audited command boundary
  • Rights-cleared pilot still required
Implemented internal platform

Regulated Operations Workbench

Governed diagnostics, query catalogues, incident continuity, platform monitoring, change previews and human authorization around sensitive actions.

Pilot codebase

SACCO Hub

A payment-reconciliation and Fineract integration cockpit designed to ingest channels, investigate exceptions and post only through explicit safety gates.

Working internal system

Value OS / EvidenceOS

A governed operating memory for human-agent teams, linking evidence, incidents, decisions, contracts, tasks and safe automation.

Proven method

Migration Assurance Studio

A repeatable path for moving a financial institution from a legacy core to Fineract without losing balances or accounting meaning.

Production lineage

Performance Operations System

Role-scoped dashboards and daily/weekly management packs that turn Fineract and Metabase data into operational decisions.

Implemented · controlled cutover

Nova Notify / Delivery Assurance

Notification and reporting services that distinguish generated or queued messages from provider-accepted and recipient-visible delivery.

Working standalone build

Collections on the Go

A portable officer-scoped collections application with authenticated workflows, local state and governed reporting access.

Implemented · re-verification due

GitHub Intelli-Agent

A Python/Streamlit multi-agent system that discovers, scores and analyzes repositories to identify reusable components and architecture patterns.

Procurement / pilot stage

NFC verified identity and lead handoff

Tap-or-scan portfolio handoff using NTAG213/NDEF cards, a controlled short URL and optional consented analytics.

Components available

Voice and OCR knowledge intake

Local transcription and document capture for bringing meetings, field evidence and source material into a governed review workflow.

Verified research apparatus

Trading Lab

A research-first testing environment for strategy data, costs, walk-forward tests, risk gates and signed local signals. It has no live-capital connection.

Selection rule

How projects qualify for this portfolio

The public portfolio keeps five evidence states separate: delivered work, working prototype, live trial, research/design and venture in formation.

A proposal moves to pilot after it gains authority and real use. A pilot moves to case study after its outcome and publication rights are clear.

Discuss a relevant system