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ajfranck/README.md

Hi, I'm Andy 🦦

I'm a current student at Occidental College, where I'm studying applied math, computer science, and physics.

My interests revolve around the convergence of applied math and computer science, particularly in deep/machine learning, signal processing, and computer vision. Beyond that, I'm passionate about leveraging my knowledge of physics and math in the fields of computer graphics & simulations, game engine design, and computational physics.

My Skills

Programming Languages

C C++ C# Java JavaScript NextJS Python SQL SQL react TypeScript Markdown LaTeX Keras Matplotlib PyTorch SciKit-Learn Vim

Math Background

Experience in vector calculus, computational and applied linear algebra, differential equations, discrete mathematics, numerical optimization, and abstract algebra. Physics background in dynamical systems, mathematical physics, and mechanics. Studied at a graduate level in numerical optimization, mathematics of machine learning, and theory of deep learning.

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  1. eye-analysis-ML eye-analysis-ML Public

    Development of a multi-output CNN model to analyze human eye ultrasound images. This project aims to develop a method to determine pathologies from ultrasound images, which are sensitive to blood f…

    Jupyter Notebook

  2. mytorch mytorch Public

    Object-oriented deep learning library called "MyTorch". The library has the ability to call functions similarly to the PyTorch library. MyTorch has working loss functions, optimizers (scholastic gr…

    Python

  3. geothermal-residuals geothermal-residuals Public

    Development of a neural network model capable of accurately categorizing geothermal heat flow residuals into one of four distinct classes. These residuals will be compared against actual heat flow …

    Jupyter Notebook

  4. CNN-geothermal-favorability CNN-geothermal-favorability Public

    An updated model to detect geothermal favorability locations in the western US utilizing detrended elevation maps and heatflow residuals.

    Python

  5. Roped-Together Roped-Together Public

    Visual focused low poly co-op game. Two players work together to summit a peak, facing challenges along the way.

    ASP.NET 2

  6. hodgkin-huxley hodgkin-huxley Public

    An investigation of dynamics of nerve impulses usign simulations of the Hodgkin-Huxley model.

    Python