Sol Aio Trading bot

Job ID: 39286087

Budget: $50 – $0 USD

"Hello! Thanks for reaching out—I’m excited to share more about my Solana AI trading bot project! Here are the details and requirements:

Project Overview
I want to build (or finish) an automated trading bot for Solana that uses AI to trade tokens on decentralized exchanges (DEXs) like Raydium or Jupiter. The bot should analyze market data (price, volume, liquidity) and social sentiment (e.g., Twitter) to make buy/sell decisions, while managing risk and keeping trades small and controlled.

Key Requirements
Trading Functionality:
Execute real buy/sell trades on a Solana DEX (Raydium or Jupiter preferred).
Trade small amounts (0.1-0.5 SOL per trade) with slippage and liquidity checks.
Include stop-loss (e.g., 5%) and take-profit (e.g., 10%) triggers.
AI Decision-Making:
Use a machine learning model (like RandomForest or similar) to predict price movements based on market and sentiment data.
Pull real-time data from DEX APIs and Twitter for analysis.
User Interface:
Simple UI (e.g., Tkinter or web-based) to start/stop the bot, view balance, and track trades.
Risk Management:
Limit to 2-4 open positions at once.
Minimum liquidity filter (e.g., $10k-$50k) to avoid scams.
Optional Features (If Budget Allows)
Custom trading modes (conservative, balanced, aggressive).
Discord notifications for trades and errors.
Data & Setup
Existing Work: I have a Python prototype with Solana RPC integration (solders), a basic RandomForest model (sklearn), Twitter sentiment via tweepy, and a Tkinter UI. I can share the full code if you’re willing to adapt it—or you can start fresh.
Environment: Needs a .env file with keys (Solana RPC URL, Twitter API token, etc.). I’ll provide these securely.
Tokens: Focus on trading SOL and popular Solana tokens (e.g., WSOL initially).
Budget & Timeline
Budget: (flexible for the right fit).
Timeline: Ideally completed in 5-10 days, but let me know what’s realistic.
Questions for You
Can you work within my budget? If so, how long would it take?
How would you approach the DEX trading part (e.g., which DEX and API)?
Any experience with Solana or trading bots you can share?
Please take your time to review this—feel free to ask questions if anything’s unclear. Looking forward to your thoughts!

Cheers,