Automated Trading Systems
2025 — Present
LiveForge
Overview
My own forex trading system. I research strategies, backtest them against years of data, then deploy the ones that work to live markets. 51+ strategies running across 20 OANDA accounts, each with its own kill switch so one bad trade doesn't nuke the rest.
The Challenge
I wanted to trade forex but doing it manually is a nightmare — emotional decisions, can't scale, and you can't be awake 24/5. The tools out there are either toy-level or cost thousands a month. I needed something that could test ideas properly and run them live without me babysitting.
The Solution
I built the whole pipeline myself. Research a strategy, backtest it with real spread costs and slippage, and if it passes, deploy it to its own isolated account. Every strategy has kill switches — consecutive loss limits, drawdown caps, margin checks. A dashboard lets me monitor everything and pull the plug if needed.
51+
Strategy Engines
20
OANDA Accounts
12
Currency Pairs
60+
Strategies Researched
Key Features
What it does.
01
51+ Strategy Engines
Momentum, mean reversion, breakout, multi-timeframe — I've researched 60+ strategies and the best ones run live across 12 currency pairs.
02
Isolated Risk Management
Each strategy gets its own sub-account. If one blows up, the others keep running. Kill switches catch losing streaks before they get ugly.
03
Real-Time Dashboard
Next.js + FastAPI dashboard where I can see P&L, start/stop engines, dig into trade history, and kick off backtests.
04
Telegram Alerts
Every trade, every kill switch trigger, daily P&L summaries — all pushed straight to Telegram so I know what's happening without opening the dashboard.
05
Realistic Backtesting
Spreads, slippage, conversion rates — all baked in. If a backtest looks good here, it should look good live. Weekend gaps and Friday close logic too.
06
Multi-Environment Deploy
Demo accounts for testing, personal live account, and prop firm accounts. Each with its own risk settings and state tracking.
Tech Stack
Built with.
Backend
Frontend
Data
Infra