Project Ideas

10 ideas · Build and monetize with open source

Financial Trading Arbitrage Bot

Trending~1 week

Automate cross-exchange cryptocurrency arbitrage with real-time alerts and state recovery.

Trading / Finance

Build upon the binance-deribit-btc repository to create an automated trading bot that identifies arbitrage opportunities between Binance and Deribit, executing trades to capitalize on price discrepancies. This bot could send Telegram alerts to notify users of potential trades and use Redis for state recovery to ensure continuity.

Monetization

Charge users a percentage of the profits made through the bot, or offer a subscription model with varying levels of access to features such as multiple exchange support and custom trade strategies.

Stack:PythonTelegram APIRedis

AI-Generated Financial Trading Bot

Trending~1 week

A trading bot that uses AI to identify arbitrage opportunities across cryptocurrency exchanges.

Trading / Finance

A bot designed for cryptocurrency traders that identifies and executes arbitrage trades across different exchanges. It uses AI to analyze market data and execute trades when discrepancies in prices are detected, providing a passive income stream for users.

Monetization

Offer the bot as a subscription service, charging a monthly fee or a percentage of profits generated by the bot.

Stack:PythonPandasNumPy

Cross-Exchange Arbitrage Bot

Trending~1 week

An AI-powered bot for cross-exchange arbitrage trading with Telegram alerts and Redis state recovery.

Trading / Finance

Develop a bot that automates arbitrage trading across different exchanges, specifically targeting the Binance and Deribit BTC markets. Utilize AI to analyze price discrepancies and execute trades for profit. Offer features like real-time Telegram alerts, Redis-based state recovery for reliability, and customizable trading strategies.

Monetization

Charge a percentage of the profits generated by the bot, or offer a subscription model with tiered pricing based on the number of supported exchanges.

Stack:PythonRedisTelegram

AI Trading Bot for Hyperliquid Markets

Trending~1 week

A trading bot that leverages AI to optimize trades on hyperliquid markets.

Trading / Finance

Build an AI-powered trading bot that specializes in hyperliquid markets, using machine learning algorithms to analyze market data and execute trades. The bot will offer features like real-time alerts, risk management, and customizable trading strategies. Unique in its focus on hyperliquid markets and the use of advanced AI, it will provide traders with a competitive edge in fast-paced trading environments.

Monetization

Offer the trading bot as a SaaS with a subscription model, charging users based on the number of trades executed and the volume of transactions. Provide a free tier for limited use and paid tiers for more extensive trading capabilities.

Stack:PythonTensorFlowPandasWebSocket

Cryptocurrency Trading Arbitrage Bot

Trending~1 week

An AI-powered trading bot that identifies arbitrage opportunities across cryptocurrency exchanges.

Trading / Finance

Build a trading bot that leverages AI to analyze price discrepancies across different cryptocurrency exchanges and execute trades to capitalize on these opportunities. The bot would monitor multiple exchanges in real-time, calculate the potential profit, and automatically execute trades when favorable conditions are met. It would be built on existing trading APIs and AI frameworks.

Monetization

Offer the bot as a SaaS product with a subscription fee. Users can also be charged a percentage of profits made through the bot, incentivizing users to use the bot and ensuring the service's profitability.

Stack:PythonTensorFlowBinance API

Polymarket Trading Assistant

Trending~1 week

A trading bot that automates Polymarket trades based on user-defined strategies.

Trading / Finance

This trading bot is designed to interact with the Polymarket platform, allowing users to execute trades automatically based on predefined strategies. It leverages existing open-source trading bots and adds a user-friendly interface for configuring trades, risk management, and performance tracking. The bot can be used by individual traders and hedge funds to streamline their trading operations.

Monetization

Offer the bot as a subscription service with different tiers based on the complexity of strategies and the number of trades executed.

Stack:PythonPandasNumPyFlask

AI Trading Assistant

Trending~1 week

An AI-powered trading bot for the Polymarket platform.

Trading / Finance

Build a trading bot tailored for the Polymarket platform that leverages AI to analyze market trends and execute trades. Incorporate machine learning algorithms to predict market movements and optimize trading strategies. Offer real-time analytics and customizable alerts to keep users informed about their investments.

Monetization

Monetize by offering the bot as a subscription service, with tiered pricing based on the level of AI sophistication and features offered. Provide a free trial to attract users.

Stack:PythonMachine LearningPolymarket API

AI-Enhanced Coupon Scanner

Trending~1 week

An AI-powered tool to scan and validate promotional codes for businesses.

Trading / Finance

Building on the gpt-promo-scanner, create a tool that automatically scans, verifies, and collects promotional codes from various sources. This tool would be especially useful for e-commerce businesses looking to offer the best deals to their customers. Its uniqueness lies in its ability to handle multiple languages and code types.

Monetization

Charge a subscription fee based on the number of scans per month, starting at $20 for small businesses up to $200 for larger enterprises.

Stack:PythonFlaskMachine Learning

AI-Powered Promo Scanner

Trending~1 week

A tool to automatically scan and verify promotional codes for businesses

Trading / Finance

AI-Powered Promo Scanner is a tool that helps businesses discover, verify, and collect promotional codes from various sources. It uses AI and natural language processing to extract codes from websites, social media, and emails, and checks their validity in real-time. The tool provides insights into the best deals and discounts, helping businesses optimize their marketing strategies and save costs.

Monetization

Offer a SaaS subscription model with tiered pricing based on the number of users or scans per month. Also, provide additional revenue through premium features like advanced analytics, custom integrations, and dedicated support.

Stack:PythonFlaskReactBeautiful SoupScrapy

Portfolio Risk Analyzer

~1 week

Upload your portfolio — AI calculates risk metrics, suggests hedges, and stress-tests against historical crashes.

Trading / Finance

Import portfolio from CSV or broker API (Alpaca, Interactive Brokers). Calculate: Sharpe ratio, max drawdown, beta, sector concentration, correlation matrix. Use Monte Carlo simulation for VaR. AI layer explains the metrics in plain English and suggests specific hedging strategies. Historical stress tests: 'what would happen in 2008, 2020, 2022?'

Monetization

Freemium: free for 1 portfolio, $19/mo for unlimited + alerts.

Stack:PythonNumPy/PandasStreamlitOpenBB SDK