​Early-stage Web3 founders often struggle to make sharp product and growth decisions because they rely too much on gut feelings instead of data. Without the right data, user insights stay fuzzy, experiments lack direction, and scaling feels like guesswork.

​To address these critical challenges that startups, founders, and folks in Web3 face when it comes to building data-driven startups, Pivot is hosting this masterclass to ease the fog and bring a clear view on how to harness blockchain data for smarter, faster scaling.

​This session will provide practical frameworks to turn on-chain activity into actionable insights, real-world examples of how top projects use wallet, token, and NFT signals to shape product strategy, and common traps to avoid when working with blockchain analytics.

​By the end of this masterclass, you will:

• ​Grasp why a data-first mindset is non-negotiable for early-stage Web3 growth.

• ​Decode behavioral signals from wallets, token transactions, and NFT interactions.

• ​Apply practical methods to integrate on-chain analytics into product and growth loops.

• ​Learn from real DeFi, NFT, and Gaming startup use cases that scaled using data.

• ​Explore lightweight tools & APIs for accessing multi-chain data without heavy engineering.

• ​Identify and avoid the most common pitfalls in working with blockchain data.

​Raja Ragavan is a Blockchain Developer at bitsCrunch, where he contributes to building secure, AI-powered analytics solutions for web3 ecosystem. With a B.E. in Computer Science from PERI Institute of Technology and certifications in Ethereum, Hyperledger, cybersecurity, and cloud computing, he brings expertise across full-stack development, blockchain protocols, and decentralized application architecture.

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