webai-iot

Forecast

Crypto Asset AI Forecasting, Strategy Backtester & Whale Tracker Platform

Financial AI platform providing algorithmic price trend forecasts, historical trading strategy backtesters, and real-time crypto whale transaction trackers.

Client / Industry
Fintech & Web3 Trading Firm
My Role
Lead Web AI Engineer
Engineering Timeline
3 Months
Core Technologies & Architecture Stack
Next.jsTypeScriptPythonWebSocketsRechartsTailwind CSS
Forecast screenshot 1
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01. The Challenge & Problem

What Needed to Be Solved

Traders needed automated quantitative intelligence to evaluate market forecasts, test backtest rules, and detect high-volume whale market movements.

02. System Architecture

How I Engineered the Solution

Built with Next.js, Recharts financial charts, WebSockets live exchange tickers, Python backtesting pipelines, and LLM market sentiment evaluators.

03. Core Capabilities & Features

Key Production Features Built

AI quantitative price trend forecasting & forecast accuracy leaderboard
Historical strategy backtesting simulator with custom parameter tuning
Real-time crypto whale wallet transaction tracking & alerts
Asset coin profiles with portfolio risk insights and technical metrics
Interactive candlestick charts with historical prediction overlays
04. Production Result & Business Impact

Accelerated strategy evaluation speed by 10x for crypto traders and asset managers.

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