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The network for creativity
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Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
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A data-driven analytics and self-learning module built for an automated Telegram trading system.
The system continuously records trading signals and completed trades, analyzes historical performance, and provides real-time statistics directly through Telegram.
It tracks win rate, total and average PnL, best and worst trades, signal distribution, confidence scores, and trading performance over time.
Key features:
Automated trade history tracking
Real-time PnL calculation
Win rate monitoring
BUY / SELL / HOLD signal statistics
Confidence score analysis
Historical performance evaluation
PostgreSQL data storage
Telegram reporting interface
Automated signal logging
This module was developed as part of a larger Python-based automated market analysis and demo trading platform.
Automated Trading Signal Analytics
A real-time analytics module for monitoring and evaluating automated cryptocurrency trading signals.
The system automatically stores and analyzes generated BUY, SELL, and HOLD signals, tracks confidence scores, records market prices, and provides performance statistics directly through a Telegram interface.
Key features:
Automated BUY / SELL / HOLD signal tracking
Real-time signal statistics
Confidence score monitoring
Historical signal logging
Trade performance and PnL analytics
Win rate tracking
PostgreSQL data storage
Telegram reporting interface
Automated background monitoring
This analytics module is part of a larger Python-based automated market analysis and demo trading system.
Built an end-to-end e-commerce BI solution using SQL and Power BI. Cleaned and modeled website session, pageview, order and refund data, developed business KPIs and interactive dashboards to analyze sales, customer behavior, conversion, and marketing performance.
great work💯