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Achievement: StarstruckAchievement: Pull Shark

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varunbanka/README.md

Varun Banka

Quantitative Finance • Machine Learning • Systems and markets.

💫 About Me

I’m interested in quantitative finance and finance in general, focusing on how
data-driven models interact with real-world markets.

Alongside finance, I spend a lot of time in the lower layers of computing —
Linux, programming languages, and security — because abstractions only make sense when you understand what’s underneath.

I also work with machine learning, especially where it intersects with finance, systems, and data.

📊 GitHub Overview

🌐 Online

LinkedIn Twitter Medium Instagram Quora

“Abstractions are leaky. Markets are noisier.”

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  1. Momentum-Trading-System Momentum-Trading-System Public

    A machine-learning-driven momentum strategy built using Python, Auquan Toolbox, and custom backtesting logic. The project downloads historical Level-2 market data, generates features, trains predic…

    Jupyter Notebook 2

  2. Food-Vision Food-Vision Public

    This project involves the creation of a food vision model using TensorFlow and EfficientNetB0 as the base model. The model is trained on the CIFAR-100 dataset, which contains 100 classes of images.

    Jupyter Notebook 2

  3. aurora-ml aurora-ml Public

    Aurora-ML is a small ML-style functional language implemented in OCaml, featuring Hindley–Milner type inference (Algorithm W), lexical scoping, let-polymorphism, recursion, and pattern matching.

    OCaml

  4. paper-trader paper-trader Public

    A simple paper trading app (also my project for Harvard's CS50)

    JavaScript

  5. super-mario-run-using-javascript super-mario-run-using-javascript Public

    A fun super mario game made using html, css & JavaScript

    JavaScript 25 9

  6. tic_tac_toe_using_python tic_tac_toe_using_python Public

    here's a tic tac toe game made using python and exe file is also available but make sure python is installed in your pc

    Python 2