🧠 OnlyPump – AI Crypto Analytics & Decision-Support Platform
🔭 Overview
OnlyPump is an AI-powered analytics and decision-support platform built on top of the Pump.fun and Solana ecosystem. The platform transforms the chaotic world of meme token launches into data-driven investment intelligence — combining social sentiment, on-chain behavior, and real-time market data into a unified AI decision layer.
As AI Systems Engineer, I built and led the development of the core AI infrastructure from architecture through production deployment.
❓ The Problem
Meme token trading on Pump.fun is driven almost entirely by hype, social momentum, and whale manipulation. Retail participants have no structured way to evaluate tokens — they rely on gut feel and Twitter noise. OnlyPump solves this by building an AI system that continuously processes multi-source signals and delivers structured, evidence-backed intelligence to users in real time.
🛠️ What I Built
📡 Multi-Source Intelligence System
- 🐦 Social sentiment analysis from X (Twitter): real-time token mention tracking, sentiment scoring, narrative momentum detection, influencer signal weighting
- 🔗 On-chain wallet and transaction behavior analysis (Solana): whale wallet tracking, new wallet clustering, holder distribution analysis, suspicious pattern detection
- 📊 Real-time market data processing: price, volume, liquidity monitoring with anomaly detection
🧩 RAG-Powered Contextual Insights
- 📚 Implemented Retrieval-Augmented Generation (RAG) to deliver contextual market insights grounded in historical data — past token launches, ecosystem trends, project activity patterns
- 🗄️ Built vector database pipelines for embeddings and similarity search across social, market, and on-chain data
- 💬 LLM integration provides natural language explanations of token signals with citations to source data
🎯 Intelligent Scoring Models
Designed composite scoring models combining:
- 📈 Sentiment strength and narrative velocity
- 💧 Liquidity and volume change signals
- 🐋 Whale activity and wallet flow patterns
- 👥 Holder distribution health metrics
- 🔥 Narrative momentum across social channels
💼 AI Portfolio Intelligence
- ⚠️ Risk assessment per token and portfolio position
- 📐 Position sizing optimization based on signal confidence and market conditions
- 🔄 Exposure analysis across correlated tokens
- 🌡️ Market condition awareness (trending vs. cooling ecosystems)
⚡ Data Pipeline Architecture
- 🔄 Automated real-time ingestion from social APIs, Solana blockchain nodes, and market data feeds
- 🌊 Streaming pipeline architecture handling high-throughput on-chain event data
- 🛡️ Fault-tolerant design with retry logic and dead-letter handling for missed events
☀️ Solana & Pump.fun Integration
- 🎰 Pump.fun SDK integration for bonding curve token creation and trading
- 🔀 PumpSwap SDK for AMM pool operations post-graduation
- ⚡ Jito MEV bundle optimization for competitive transaction inclusion
- 📡 Direct Solana RPC integration for real-time on-chain data
🤖 AI Agent Architecture
- 🧬 System designed to support future autonomous AI agents for decision execution
- 🔌 Modular LLM pipeline supporting multiple model providers and fallback strategies
- ✅ Deterministic validation layer ensuring AI outputs are grounded in retrieved evidence
⭐ Key Highlights
- 🏗️ Full-stack AI platform from data ingestion → embedding → retrieval → LLM generation → user interface
- 🎯 Multi-source intelligence combining social, on-chain, and market data in a unified scoring layer
- 🛡️ RAG system ensuring AI responses are grounded in real market data, not hallucinated
- ☀️ Production-grade Solana integration with Pump.fun, PumpSwap, and Jito
- 🚀 Designed for extensibility toward autonomous AI trading agents