Multi-Market Algo treading AI/ML expert, stock prediction AI/ML
Budget: ₹12,500 – ₹37,500 INR
I need a seasoned developer who can turn my ideas for an AI-driven trading engine into a production-ready solution that trades Stocks, Forex, and Cryptocurrency seamlessly from the same code-base. The core of the job is to code and fine-tune two complementary strategies—trend-following for capturing momentum and mean-reversion for exploiting pullbacks—then wire everything to real-time data feeds and broker/exchange APIs so orders are executed automatically.
I already have broad rules in mind, but I’m counting on your expertise with Python, pandas, NumPy, scikit-learn (or an equivalent ML framework) and a solid back-testing toolkit such as Zipline, Backtrader or TradingView’s Pine Script for quick iteration. Risk management, position sizing, and logging must be built in from day one; think stop-loss, max drawdown guardrails, and configurable exposure caps that I can adjust without touching the source.
High-level deliverables
• Strategy logic for both trend-following and mean-reversion, coded and unit-tested
• Historical back-test report with key metrics (Sharpe, max DD, win rate) plus a forward-test sandbox
• Live trading module connected to at least one stock broker API, one forex broker API, and a major crypto exchange API
• Simple dashboard or CLI that lets me start/stop strategies, adjust parameters, and monitor P&L in real time
• Handover session and well-commented code so I can extend the system later
The project will be considered complete once the system places live trades in all three markets, logs them correctly, and the back-test/forward-test results match the logic we agreed upon. If this sounds like your wheelhouse, let’s discuss the tech stack you prefer and map out milestones.
I already have broad rules in mind, but I’m counting on your expertise with Python, pandas, NumPy, scikit-learn (or an equivalent ML framework) and a solid back-testing toolkit such as Zipline, Backtrader or TradingView’s Pine Script for quick iteration. Risk management, position sizing, and logging must be built in from day one; think stop-loss, max drawdown guardrails, and configurable exposure caps that I can adjust without touching the source.
High-level deliverables
• Strategy logic for both trend-following and mean-reversion, coded and unit-tested
• Historical back-test report with key metrics (Sharpe, max DD, win rate) plus a forward-test sandbox
• Live trading module connected to at least one stock broker API, one forex broker API, and a major crypto exchange API
• Simple dashboard or CLI that lets me start/stop strategies, adjust parameters, and monitor P&L in real time
• Handover session and well-commented code so I can extend the system later
The project will be considered complete once the system places live trades in all three markets, logs them correctly, and the back-test/forward-test results match the logic we agreed upon. If this sounds like your wheelhouse, let’s discuss the tech stack you prefer and map out milestones.