Mimai

Developer Blog is LIVE! 🚨 We’re opening the doors and sharing what’s being built behind the scenes at RONHUB. Features, updates, insights, and what’s next for the Ronin ecosystem straight from the devs. Dive in and learn more about RONHUB 👇 kttyworld.io/news/welcome-t… @Ronin_Network

🚨Ronhub got a nice face lift! Improved layout and some new analytics! There is more to come, including a personal gamers profile. 📣Big shoutout to our community manager @astroopunk for putting together this video walkthrough!.📣 One other announcement. @KttyLabs x account will be rolled into the @Kttyworld x account to streamline operations. So just like Ronhub there will be one centralized information hub. 🔩Still here, still building!🛠️

You know that feeling when you're analyzing blockchain data and you realize... game developers are flying blind? 😳 Millions of players. Billions in transactions. Zero tools to predict who's about to leave, etc.. That hit me hard while diving into @solanagaming ecosystem. Because here's the truth: 👉 By the time a player churns, it's already too late. So instead of just tracking what already happened alone... I built something that predicts what's about to happen. =============================== 🎮 Solana Game Analytics, Player Behavior Modeling & Predictive Forecasting (ML-Powered Churn Prediction) =============================== A production-grade platform that analyzes 60M+ transactions from 12 @Solana games ( @AuroryProject, @staratlas, @genopets, @Stepnofficial, @PlayHoneyland, @maxxmxmcoin, @RIFTAI_, @play_evio, @MiniNations, @_portals_, @nyanheroes, @MixMobRacer1), predicts which players will churn 14 days in advance with >85% accuracy, and auto-retrains its ML models whenever fresh blockchain data arrives. .... I love the sound of that BTW 😊 --- 1️⃣ What It Does ↘︎ Aggregates 60M+ on-chain transactions from 12 major Solana games ↘︎ Predicts player churn 14 days before it happens (>85% ROC-AUC accuracy) ↘︎ Auto-retrains 5 ML models and selects the champion automatically ↘︎ Tracks 11 behavioral metrics: activation, retention, cross-game behavior, etc. ↘︎ Delivers insights through 21 REST API endpoints + a gamified real-time dashboard. ..... Tbh. .. I love this UI so much 🥰 ..... Everything updates automatically. Everything is backed by verified Solana blockchain data...with clickable links. --- 2️⃣ How I Built It ↘︎ Data: 11 custom @Dune Analytics queries + custom classifier Python Script for on-chain analysis ↘︎ ML Pipeline: 5 algorithms (Random Forest, XGBoost, LightGBM, Gradient Boosting and Logistic Regression) trained in parallel with SMOTE balancing + auto-champion selection ↘︎ Backend: @FastAPI (21 endpoints, 72-hour caching, sub-100ms responses) deployed on @Railway ↘︎ Frontend (My favourite 😍): @nextjs + React 19 (100% TypeScript, Solana-themed UI, 30s auto-refresh) on @vercel ↘︎ Features Engineered: 10 predictive signals per user — activity patterns, momentum, consistency, recency --- 3️⃣ Why This Matters Solana gaming is exploding... but lack retention tools. This dApp (has Wallet Connect feature) gives: 📍 Early warning signals — catch at-risk players 2 weeks before they leave 📍 Cross-game insights — understand behavior across the entire ecosystem 📍 Zero-maintenance ML — models auto-improve with new data 📍 Actionable intelligence — trigger campaigns, interventions, VIP monitoring For Solana: 📍 First comprehensive gaming analytics platform 📍 Open-source models + all 11 Dune queries for community use --- 🔗 Explore the System • Full Demo: drive.google.com/file/d/1Pr1j8z… Built by: @defi__josh Inspired by: @indiedotfun @oladeeayo @DairusOkoh @apostleoffin @AnalyticSages @alphabot @superteam @KttyLabs @Purrvananew --- Fr... This one fused blockchain analytics, Machine Learning, full-stack engineering, and DevOps into a single autonomous system. What excites me most? 👉 Game studios can now predict churn before it happens. 👉 The system retrains itself — zero manual work. 👉 The UI is bada_ss 😊😇 Because if Web3 gaming is going to scale, we need tools that help developers keep the players they earn. 💯 --- BTW.. 👉 What's the #1 reason you think players churn from blockchain games? --- Gm Gm 😉

⚡ Pokémon fans this one’s for you ⚡ ronhub.io just revealed its new logo, born from our recent competition… but that’s not even the big news 👀 We’ve officially launched our raffle for a PSA 10 Pikachu XY-P Promo Card (Japanese, Mint) 🟡✨ Valued at $16,000+ 🎟️ Entry is just $2 One ticket could land you an all-time collectible. raffle.ronhub.io Good luck this one’s special 🔥