Full Stack Developer

TradeGekko AI

AI-powered trading platform for crypto, forex, stocks, and futures — real-time signals, automated bots, and professional-grade analytics for traders of all levels

Next.jsFastAPIPostgreSQLRedisGPT-5AWS ECSTime-Series MLReinforcement LearningDockerGitHub Actions

Overview

TradeGekko is an advanced AI-powered trading platform built to help traders of all levels make smarter and faster investment decisions. It supports multiple markets including stocks, forex, crypto, and futures — providing real-time signals, automated trade execution, and intelligent portfolio tracking. The platform integrates predictive AI algorithms with live market data to deliver actionable insights, risk assessments, and trade recommendations. With sub-second execution speeds and high scalability on AWS, it maintains reliability even during heavy trading periods. Tiered subscription plans (Starter $99/M, Pro $199/M, Elite $299/M) serve traders from retail to institutional, with a gamified Gecko mascot making the platform approachable.

The Challenge

Integrating and normalizing real-time data feeds from multiple exchanges and brokers required a robust data engineering pipeline. AI trading models needed continuous fine-tuning with historical and live datasets to minimize false signals. Handling thousands of concurrent users during volatile market periods required AWS auto-scaling and intelligent Redis caching. The financial nature of the platform demanded strict compliance, fraud detection, and OAuth2.0/JWT security from day one. Catering to both novice and expert traders simultaneously required UX that simplified complex trading actions without losing professional depth.

How We Solved It

1

Market Data Integration

Integrated real-time APIs for crypto, forex, and stock data feeds to support high-frequency market analysis. A dedicated data engineering pipeline normalizes feeds from multiple exchanges and brokers into a unified format for AI processing and display.

2

AI Trading Engine

Developed proprietary AI models trained on historical datasets and enhanced with GPT-5 for natural language trading insights. Time-series forecasting models generate high-probability trade setups; reinforcement learning bots execute and adapt strategies autonomously.

3

Automated Trade Execution

Built broker integration modules for one-click automated trading with configurable stop-loss and take-profit parameters. The plug-and-play API connects to live trading accounts and executes up to 100 trades daily — covering AUDUSD, EURUSD, GBPUSD, crypto, gold, and more.

4

Backtesting & Strategy Analytics

Implemented simulation tools allowing traders to validate strategies against historical data before committing real capital. Performance analytics display ROI accuracy, signal reliability, and strategy comparison metrics across all supported markets.

5

Next.js Dashboard & Subscription Management

Designed a responsive Next.js dashboard with candlestick charting, live portfolio analytics, balance/equity/margin tracking, and full subscription management. Starter, Pro, and Elite tiers gate features at the API and UI layers with a 30-day money-back performance guarantee.

6

Scalable Cloud Infrastructure & Security

Deployed on AWS ECS with containerized CI/CD pipelines via GitHub Actions and Docker, load balancing, and end-to-end encryption. OAuth2.0 and JWT authentication secure all financial transactions. Redis caching handles high-concurrency trading spikes without degrading response times.

Platform & Trading Interface

Features & Pricing

Results & Impact

Real-Time Multi-Market Signals

AI-driven trade setups delivered in real time across crypto, forex, stocks, and futures — covering all major asset classes from one platform.

Up to 100 Automated Trades/Day

Plug-and-play broker API executes trades autonomously using AI strategies with configurable stop-loss, take-profit, and position sizing.

Starter → Elite Subscription Tiers

$99/M Starter (Stocks, Crypto), $199/M Pro (+ Futures, Forex), $299/M Elite (All Markets) — month-to-month with 30-day money-back guarantee.

Performance Guarantee

Transparent ROI tracking and a 30-day refund policy if positive ROI isn't achieved — building trader trust through accountability.

Backtesting Engine

Traders validate strategies against historical datasets before going live — reducing risk and improving signal confidence before capital is deployed.

Enterprise-Grade Security

OAuth2.0, JWT, end-to-end encryption, and AWS auto-scaling ensure secure, compliant, and reliable operation for retail and institutional traders.

Technical Architecture

FrontendNext.js + Tailwind CSS — live trading dashboard, candlestick charts, portfolio analytics, balance/margin/equity display, subscription management, strategy comparison

BackendPython FastAPI — market data ingestion, AI signal generation, broker integration, trade execution engine, backtesting APIs, subscription gating

AI / MLGPT-5 — natural language trading insights; time-series forecasting models — predictive signal generation; reinforcement learning bots — automated strategy execution

DatabasePostgreSQL — trade history, user accounts, strategy configs, subscription records; Redis — real-time market data caching, concurrent session management

Data IntegrationReal-time APIs for crypto exchanges, forex brokers, stock feeds, and futures markets — normalized through a unified data engineering pipeline

InfrastructureAWS ECS — containerized auto-scaling deployment; S3 — data storage; CloudFront — CDN; Lambda — event-driven processing; RDS — managed PostgreSQL

DevOps & SecurityGitHub Actions + Docker — CI/CD pipelines; OAuth2.0 + JWT — authentication; end-to-end encryption for all financial transactions