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Me, Myself and I

Krrish Dubey
Krrish Dubey

Who I am

I’m a blockchain and Web3 developer exploring the intersection of decentralized systems, quantitative finance, and AI. My work focuses on translating abstract mathematical theories such as game theory and stochastic modeling into practical implementations for DeFi, risk prediction, and human behavior modeling. I’m currently building an AI–VR–Blockchain integrated recruitment system to enable transparent and bias-free hiring, while also experimenting with ML/DL-based market analysis and financial modeling.

🌐 Web3 & Blockchain📈 Quant Finance🎲 Stochastic Modeling🤖 AI & Machine Learning🧩 Human Behavior Modeling🔗 Decentralized Systems
View ProjectsCurrent WorkResumeContact

Projects

ARCHITECTING TRANSPARENT PROTOCOLS & QUANTITATIVE FINANCE

CELO // CARBON MARKETS // ML

EcoQuant

A decentralized carbon-finance platform for verifying, tokenizing and trading traceable carbon credits.

- Built a decentralized carbon-credit ecosystem on Celo Sepolia for verification, tokenization and investment.

- Deployed EQT, an ERC-20 representing verified carbon offsets, with contributor and investor dashboards for geo-mapped projects, trading and Ubeswap V3 liquidity.

- Integrated IPFS proof storage and ML-driven monitoring, verification and valuation with transparent on-chain tracking.

EQT // ERC-20 CONTRACT0xe00b540d...3305ac7b↗
SolidityCeloWeb3.jsReact.jsERC-20IPFSMachine LearningUbeswap V3Smart Contracts
ETHEREUM // GAME THEORY // DEFI

SecureDeFiLending

“SecureDeFiLending” — Research and prototyping of game-theoretic models for improving trust, transaction efficiency, and risk management in decentralized finance systems.

- Researched and prototyped game-theoretic models to enhance trust, optimize transactions, and minimize risks across decentralized financial systems.

- Built mathematical models to evaluate transaction behaviour, participant incentives, and strategic interactions within blockchain networks.

BlockchainSolidityGame TheoryProbability

Current Work

ACTIVE QUANTITATIVE FINANCE RESEARCH & PROTOCOL PROTOTYPING

RESEARCH // QUANT FINANCE // DEFI

AI-Driven DeFi Agent Simulation

Building an AI-driven DeFi simulation where autonomous agents perform transactions and make human-like decisions.

- Integrating game-theoretic mechanisms from my previous research to study how AI nodes react to incentives, risk and strategic behavior.

- Simulating autonomous DeFi participants to observe how different agent behaviors emerge under changing market conditions and game-theoretic incentives.

AI AgentsDeFiGame TheoryMulti-Agent SystemsBehavior Modeling
IN DEVELOPMENT
OPTIONS // MARKET MICROSTRUCTURE // ALGO TRADING

Options Market Microstructure & Algorithmic Trading

Studying how option-chain activity relates to short-term market movement and how those signals can be translated into systematic trading strategies.

- Analyzing changes in open interest, volume, implied volatility and strike positioning across the option chain.

- Building an option-chain simulation and backtesting framework to evaluate OI-driven algorithmic trading strategies.

OptionsOpen InterestAlgorithmic TradingBacktestingPython
IN DEVELOPMENT

RESEARCH

GAME THEORY // DECENTRALIZED FINANCE // INCENTIVE DESIGN

PUBLISHED RESEARCH // BLOCKCHAIN + GAME THEORYSPRINGER // RESEARCH PUBLICATION

Strategic Game Theory Implementation in Blockchain-Based DeFi

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.

Game TheoryDeFiBlockchainDynamic ReputationSmart ContractsMechanism Design
READ PUBLISHED PAPER↗

EXPERIENCE

BUILDING // RESEARCHING // LEADING

HoloRecruit

Co-Founder & Managing Director

March 2025 - Present

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.

VRArtificial IntelligenceProduct DevelopmentResearchBlockchain Verification

Blockchain & DeFi Research

Researcher

Sept 2024 - Present

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.

Game TheoryDeFiSolidityMechanism DesignProtocol Research

Tech Stack

LANGUAGES
PythonJavaScriptC++JavaSolidity
BLOCKCHAIN
EthereumWeb3.jsEthers.jsCeloPolygonHardhatEVMSmart ContractsERC Standards
WEB
ReactNext.jsThree.jsWebGLREST APIs
MACHINE LEARNING
PyTorchTensorFlowscikit-learn
INFRASTRUCTURE
LinuxGitIPFSPinata
RESEARCH
Game TheoryQuantitative ModellingStochastic ProcessesDeFiMechanism Design

EDUCATION

JIS College of Engineering

B.Tech in Computer Science and Technology

Kalyani, West Bengal, India

Sept 2024 - Ongoing

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.

Computer ScienceBlockchainMathematicsMachine LearningQuantitative Finance
OPEN TO // RESEARCH // COLLABORATION // ENGINEERING

LET'S BUILD SOMETHING INTERESTING.

I am always interested in conversations around blockchain research, quantitative finance, decentralized infrastructure, game theory and experimental technology. If you are working on something unusual, research-driven or technically ambitious, feel free to reach out.

GET IN TOUCH↗WHATSAPP↗
GitHub@theskepticgeek
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LinkedInin/krrishdubey
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X@0xKrrish01
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Instagram@krriiiiishd
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KRRISH DUBEYWEB3 // RESEARCH // Quantitative Finance
Built somewhere between mathematics, code and curiosity.
© 2026 Krrish Dubey