Gotchi Trader
Numer.ai-style research platform for multi-chain DEX trading, with honest paper-trading accounting.
- Year
- 2026
- Role
- Solo build — data pipeline, backtester, execution layer
- Discipline
- AI Tooling
The problem
Most automated trading dashboards quietly lie. They mark open positions to an assumed price, add that to realised gains, and present the sum as PnL — which makes every strategy look profitable right up until it is traded with real money. The research loop is also usually missing: there is no reproducible path from raw data to a backtested strategy.
The approach
Gotchi Trader is built as a research pipeline rather than a dashboard: ingest, then feature generation, then strategy definition, then backtest, then a GraphQL API, then paper or live execution. CoinGecko supplies the long price history that backtests need; Uniswap supplies live execution quotes so fills are priced against real liquidity. The accounting layer separates realised gains from unrealised mark-to-market and labels every number with its source. Every paper fill attempts a real Uniswap Quoter V2 call on Base — there is no assumed fallback spread — and any fill that cannot be quoted is skipped and recorded with a structured reason rather than silently estimated.
Outcome
Extracted from an earlier trading scaffold into a standalone platform with quote-backed fill statistics, average drift tracking, and an explicit open-mark figure that is never folded into total PnL.
Details
- Reproducible pipeline: ingest → features → strategies → backtest → GraphQL → execution
- CoinGecko for history, Uniswap Quoter V2 on Base for execution quotes
- Realised and unrealised PnL reported separately and labelled by source
- Unquotable fills are skipped with structured reasons, never estimated
- Dockerised Postgres, migrations, and seed scripts for one-command setup
- A performance agent writes the morning briefing from the previous day's paper trial, so the human reads a report, not a dashboard
Built with
- TypeScript
- Node.js
- GraphQL
- Postgres
- Docker
- Base
- Web3
Need something like this? AI Tooling & Developer Infrastructure is what I do.
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