BUILDING SOLUTIONS FORall thingsFINANCE & AI

We built a quantitative IPO intelligence system designed for retail investors and HNIs to maximize expected returns rather than merely estimating allotment probability. Unlike traditional IPO calculators that only compute allocation odds, our system combines subscription trends, grey market premium signals, analyst coverages, statistical modeling, and portfolio optimization logic to determine where capital should be deployed for the highest expected percentage gains -while managing risk and liquidity constraints.

This project involved the design of a DeFi-based digital asset backed by a transparent on-chain treasury and managed through automated trading operations.Ownership of the asset represents proportional ownership in the underlying treasury, with value appreciation driven by systematic trading rather than speculation alone. The system was designed to act as a low-volatility, long-term growth instrument, providing an inflation hedge while remaining accessible via decentralized exchanges. All treasury activity,balances, and returns are published on-chain to ensure transparency, while proprietary trading logic remains off-chain and protected.