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 bet everything on one strategy or hide what they're doing in a black box. The goal was something flexible, transparent, and safe enough to trust with real money.
Build the bot as three clear parts — data, strategy, execution — each one testable on its own, with a testing lab that behaves exactly like the live system before a single real trade.
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.
- Multiple strategies covering trend, reversal, and event-driven setups — mix and match, no rebuild.
- Processes trades instantly, and built to run around the clock.
- What you see in testing is what you get live — no nasty surprises.