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KVInator/README.md

Kartik Vij

I am a recent graduate from IIT Kharagpur with a Dual B.Tech and M.Tech spanning Chemical Engineering and Financial Engineering. My interests lie in machine learning, data science, and quantitative finance, with hands-on experience in applied ML, risk modelling, and financial engineering through research projects and industry internships.

I have completed the Certificate in Quantitative Finance (CQF) and passed FRM Level I. I am particularly interested in quantitative research, financial markets, and data-driven modelling, with a focus on building robust and practical solutions grounded in strong analytical foundations.

Areas of Interest

  • Machine Learning and Deep Learning
  • Data Science and Statistical Modelling
  • Quantitative Finance, Derivatives, and Risk Analytics
  • Algorithmic and Systematic Trading Research

Technical Focus

  • Python for machine learning, data science, and financial modelling
  • C++ for quantitative and performance-oriented applications
  • Stochastic modelling, numerical methods, and applied statistics
  • Research-led work in machine learning and quantitative finance

Collaboration

I am open to collaboration on projects that are technically rigorous, clearly scoped, and grounded in real analytical or modelling challenges, particularly in machine learning, data science, and quantitative finance.

Contact

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  1. MTP-Work MTP-Work Public

    A research-focused implementation of my Master's Thesis at IIT Kharagpur on building and evaluating a Hybrid LSTM–Transformer framework for portfolio allocation under different investor risk appeti…

    Jupyter Notebook

  2. CQF-Project-gld-short-horizon-trend-blending-ensemble CQF-Project-gld-short-horizon-trend-blending-ensemble Public

    CQF June '25: Leakage-aware ensemble blending and cost-aware backtesting for next-day GLD trend prediction.

    Jupyter Notebook

  3. black-cox-default-prediction black-cox-default-prediction Public

    Predicting early defaults in corporate bonds using the Black-Cox Model, incorporating stochastic interest rates and volatility

    Python

  4. currency-swap-valuation currency-swap-valuation Public

    A proof-of-concept pricing project on a fixed-for-fixed USD/EUR currency swap, built using historical EUR/USD data, SQLite-based market data storage, Monte Carlo simulation, and stochastic short-ra…

    Python

  5. local-vol-spx local-vol-spx Public

    SPX local-volatility calibration, backward-PDE Greeks, and retrospective fixed-contract delta-hedging evaluation.

    Python