WORK / 2023-NOW

LokiOS, Datagate and an open research question.

A private publishing system under active development, an archived analytics venture, and ongoing research on AI and human-capital risk. Each case study covers the question, the decisions and the current status.

Project index

01
BUILDING

LokiOS

A private, self-hosted publishing system that takes an article from evidence to published page.

LokiOS case study
PERIOD
2026-NOW
ROLE
Product, system design and implementation
DISCIPLINES
AI workflows / Editorial systems / Product design / Publishing infrastructure
02
ARCHIVED

Datagate

An AI analytics MVP that organised noisy social-media conversation into research for digital-asset investors.

Datagate case study
PERIOD
2023-2024
ROLE
Co-founder, Strategy and Product
DISCIPLINES
AI analytics / Product strategy / Financial modelling / Go-to-market
03
RESEARCH

AI and Human-Capital Risk

Research in progress on whether firm-level AI exposure can help build an equity portfolio that partially hedges AI-related human-capital risk.

Research case study
PERIOD
2026-NOW
ROLE
Research, data and portfolio design
DISCIPLINES
AI exposure / Labor economics / Equity portfolios / Data integration

Where each project stands.

LokiOS is being built, Datagate was archived after the investor process, and the research has no findings yet. The stage each project reached is part of what the case studies document.