Cryptocurrency Trader Analysis and Wallet Tracking Tool

Title: Cryptocurrency Trader Analysis and Wallet Tracking Tool Project Description: I'm looking for an experienced cryptocurrency developer to create a tool that can analyze top traders from various coins listed on decentralized exchange (DEX) aggregators like Dexscreener. The primary goal is to track the trading history, success rate, and related wallets of consistently profitable traders. Key Requirements: Integrate with Dexscreener or similar DEX aggregators to fetch a list of top traders for a specific coin/blockchain network (e.g., Base Blockchain). Analyze each trader's wallet address to extract their trading history, including the number of trades, coins traded, and profit/loss for each trade. Identify and track related wallets for each main wallet, enabling the calculation of aggregate earnings across multiple addresses associated with a single trader. Calculate the overall success rate and profitability of each trader based on their trading history. Provide a user-friendly interface to view and analyze the collected data, including visualizations and filtering options. Implement robust error handling and data validation mechanisms. Ensure the tool is scalable and can handle a large number of wallets and transactions. Desired Skills and Experience: Proficiency in blockchain development, preferably with experience in the Base Blockchain or similar networks. Strong understanding of cryptocurrency trading, wallets, and DEX protocols. Expertise in data analysis, data mining, and web scraping techniques. Familiarity with data visualization libraries and creating user-friendly interfaces. Solid problem-solving and analytical skills. Ability to work independently and meet project deadlines. Deliverables: A fully functional cryptocurrency trader analysis and wallet tracking tool that meets the specified requirements. Well-documented source code with clear instructions for installation and usage. Test cases and documentation for ensuring the tool's reliability and maintainability.