Trading Bot
Algorithmic execution · Realtime signals
An algorithmic trading engine with backtesting, risk management, and live execution. Composable strategies, multi-timeframe analysis, and a live monitoring dashboard.
- Role
- Developer & strategist
- Status
- Local-only build
- Period
- 2023 — Now
- Domain
- Fintech · Markets
Most trading bots either over-fit a single strategy or lock the operator into a black box. The goal was something composable, observable, and safe enough to run live.
Treat the bot as an engine with three concerns — data, strategy, execution — each independently testable, with a backtest lab that mirrors the live runtime exactly.
Data plane
ccxt-driven feeds normalized into TimescaleDB; multi-timeframe pandas resampling for indicators.
Strategy layer
Composable strategy modules with a thin contract: signals in, sized orders out. A risk engine wraps every signal.
Execution
Async order router with idempotent keys; sub-40ms execution to market.
Observability
Plotly dashboard streaming indicator state, PnL, and the risk envelope live.
- 12 composable strategies covering trend, mean-reversion and event-driven setups.
- Sub-40ms execution latency with a 24/7 uptime design.
- Backtests reproduce the live runtime — no surprise drift.