Zero Human Hedge — paper research operations

An integrated paper-research stack connecting a minute-data lab, portfolio optimizer, Nautilus parity backtest, observability and an agent control room.

PythonDuckDBNautilusTraderPaperclipDockerPrometheusGrafana

Built systemRank 05 of 12 in this field ↗

Why it sits here. Placed by the scope of implementation, the available contribution evidence, and the distinct technical capability it demonstrates.

06 / Two sides. One uncertain future.STUDY IN SPACE

01 / IMPLEMENTATION & CONTRIBUTION

What the work involves

Donald connected data aggregation, feature research, portfolio optimization, parity backtesting, and report synchronization through CLI and application integrations.

Technical depth

Research artifact manifests, session normalization, feature sweeps, constrained targets, backtest parity, DuckDB reporting, Prometheus/Grafana metrics and Paperclip integration.

The project family

zerohumanhedge

02 / RESULTS

What came out of it

A paper-research operations stack with artifact manifests, Docker infrastructure, dashboards, and observability spanning the research loop.

03 / SUPPORTING EVIDENCE

Follow the source

Implementation notes, project records, and supporting artifacts.

Source context & project scope

Paper fund is an experiment/operations metaphor, not evidence of managing a fund or client money. No autonomous profitability, deployed service status or external user claim.

README.md

Bootstrap and later research/backtest flow.

SOURCE · 2026-09-17

cli.py

run_research integrates data, features, optimizer and artifact exports; parity and Paperclip commands are implemented.

SOURCE · 2026-09-17

backtest.py

Nautilus parity-backtest module referenced by the concrete CLI.

SOURCE · 2026-09-17

CONTINUE IN QUANTITATIVE FINANCE & MARKETS

What the work involves

Technical depth

The project family

What came out of it

Follow the source

World Cup announcer-mention modeling