I am a web3 developer and B.tech CS student. My work focusses on building DeFi protocols and blockchain based systems that promote transparency and sustainability in finance and resource management. I am also researching and working on various quant finance projects .
ARCHITECTING TRANSPARENT PROTOCOLS & QUANTITATIVE SYSTEMS
“EcoQuant” - Revolutionizing Carbon Credits through Transparent Tokenization & AI-Driven Verification
Eliminates greenwashing and double-counting in carbon credit markets. Couples automated satellite data telemetry and machine-learning verification pipelines with on-chain token minting, establishing immutable provenance and auditable ecological metrics.
“SecureDeFiLending” - A Game-Theoretic Smart Contract for Decentralized Lending on Ethereum, integrating dynamic reputation systems, collateral-backed loans, and trust-based incentives.
Engineers non-cooperative game theory into decentralized loan origination. Dynamically updates borrower reputation metrics based on historical repayment behavior, minimizing capital inefficiency from extreme over-collateralization while enforcing mathematical solvency.
ACTIVE QUANTITATIVE FINANCE RESEARCH & PROTOCOL PROTOTYPING
Currently researching mathematical models for Automated Market Makers (AMMs), concentrated liquidity efficiency, and stochastic volatility forecasting across decentralized exchange topologies. Exploring game-theoretic incentives to build trust-minimized, sustainable financial infrastructure.
GAME THEORY // DECENTRALIZED FINANCE // INCENTIVE DESIGN
My research explores how strategic game-theoretic mechanisms can improve trust, cooperation and risk management in decentralized financial systems.
The work models interactions between borrowers and lenders using repeated games while integrating dynamic reputation, collateral requirements, interest rates and penalties into blockchain-based lending infrastructure.
The objective is to design decentralized financial protocols where rational participant incentives naturally encourage trustworthy behaviour without depending on centralized intermediaries.
BUILDING // RESEARCHING // LEADING
Co-Founder & Managing Director
Building an immersive recruitment platform combining Virtual Reality and Artificial Intelligence to create structured interview environments, behavioural evaluation systems and simulated recruitment experiences. My work spans product strategy, technical architecture, research, prototyping and the long-term development of verifiable recruitment infrastructure.
Researcher
Researching decentralized financial systems with a focus on game theory, incentive mechanisms, reputation models and trust-minimized protocol design. My work combines mathematical modelling with Solidity-based implementation to explore how decentralized systems can align participant incentives with protocol stability.
Worked on reviewing technical and academic literature across computer science and emerging technology domains, strengthening my ability to evaluate methodology, system design, research claims and experimental results.
TOOLS // SYSTEMS // LANGUAGES
COMPUTER SCIENCE // MATHEMATICS // RESEARCH
B.Tech in Computer Science and Technology
Kalyani, West Bengal, India
My academic work in computer science forms the foundation for my broader interests in decentralized systems, machine learning, mathematics and quantitative modelling. Much of my learning extends beyond the formal curriculum through research papers, independent projects, hackathons and experimental systems.
I am always interested in conversations around blockchain research, quantitative systems, decentralized infrastructure, game theory and experimental technology. If you are working on something unusual, research-driven or technically ambitious, feel free to reach out.