CryptoAI Trader
AI-assisted trading workflows in one SaaS product.
A multi-service application connecting exchange data, deterministic strategy automation, AI-assisted analysis, subscriptions and scheduled operations.
View live productContext and operational problem
Market data, strategy research, exchange connectivity, portfolio history and subscription operations usually live in separate tools. That fragmentation makes both the trading workflow and the commercial product harder to operate.
CryptoAI Trader separates market ingestion, strategy logic, AI-assisted context, risk controls and execution into focused service boundaries, then brings them together in one authenticated SaaS experience.
System architecture
What was built
- Grid and DCA strategy workflows
- Coinbase and Kraken service integrations
- AI-assisted market analysis
- Portfolio and trade history
- Stripe subscription lifecycle
- Authenticated scheduled market operations
Engineering decisions
Separate analysis from execution
AI-assisted context is kept distinct from deterministic strategy and risk rules so generated output is not the execution authority.
Protect exchange credentials
Sensitive settings remain server-side, encrypted and isolated by user rather than entering the browser runtime.
Orchestrate scheduled work
Authenticated cron routes coordinate analysis, strategy evaluation and portfolio snapshots across focused services.
Evidence and validation
What I learned
The strongest AI products define where model assistance stops. In this system, AI adds context while deterministic services retain responsibility for strategy constraints, risk checks and execution. That boundary is as important as the model itself.