FinTechAI & GenAIAutomationPlatform Engineering

Automated Crypto Smallcap Screener & Intraday Trading System

Explainable intraday signals with paper-safe automated execution

Client

SignalForge by DIATOZ

Region

India

Key Outcomes

4-timeframe market screeningPaper-safe automated executionExplainable, backtested signals

Business Challenge

Retail and semi-professional crypto traders face an impossible manual workload: hundreds of low-cap INR pairs can move quickly across multiple timeframes, while disciplined screening, risk sizing, execution timing, and emotional control must happen at once. Many retail bots worsen this with opaque signals, weak governance, and unvalidated thresholds that put capital at risk before the strategy has earned trust.

Solution Overview

DIATOZ engineered a safety-first intraday trading platform for CoinDCX that automates the loop from market scan to signal to risk-checked execution, with a monitoring dashboard and Telegram alerts for operational visibility. The platform ships in paper-trading mode by default, gates live orders behind explicit configuration, and validates strategies through clean data, reproducible signals, realistic-fee backtests, walk-forward validation, paper trading, and guarded live rollout.

Architecture & Engineering

Multi-timeframe OHLCV data pipeline across 5m, 15m, 1h, and 1d candles

Typed strategy engine for trend pullbacks, breakouts, and rebounds using EMA, RSI, ATR, and volume

Risk governance for confidence, exposure, cooldown, liquidity, stop-loss, take-profit, and daily-loss limits

Idempotent order placement with exchange reconciliation to prevent position drift

React monitoring dashboard and API layer covering positions, trades, cycles, performance, and market intelligence

Technology Stack

PythonFastAPIMongoDBReactpandas / NumPyDocker & NginxCoinDCX APITelegram Alerts

Business Impact

Continuous rules-based screening across hundreds of assets and four timeframes

Capital protected by explicit risk gates and paper-safe defaults

Transparent signals and reproducible backtests for auditable strategy validation

Human oversight preserved through dashboards, alerts, and guarded live-trading controls

Why DIATOZ

DIATOZ combines financial-systems engineering with production-grade AI and automation. This platform demonstrates our conviction that automation in high-stakes domains must be safe, explainable, and validated before it touches real capital.