Matthew Giglio

Matthew Giglio

New York City Metropolitan Area
1K followers 500+ connections

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Über uns

I like solving cool problems with good people

Skilled in Java, Go, Python, and AWS…

Activity

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  • Candid Health Graphic

    Candid Health

    New York, New York, United States

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    Durham, North Carolina, United States

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    New York, New York, United States

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    Durham, North Carolina, United States

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    Durham, North Carolina, United States

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    Seattle, Washington, United States

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    Durham, North Carolina, United States

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    Durham, North Carolina, United States

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    Brooklyn, New York, United States

Bildung

  • Duke University Graphic

    Duke University

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    Activities and Societies: Tau Beta Pi, Head Teaching Assistant for Data Structures and Algorithms, Teaching Assistant for Computer Vision, Dean's List, Student Founder Program, Duke Motorsports

Licenses & Certifications

Courses

  • Advanced Software Design and Implementation

    COMPSCI 308

  • Applied Probability for Statistical Learning

    ECE 480

  • Computer Architecture

    ECE 250/COMPSCI 250

  • Computer Network Architecture

    ECE 356/COMPSCI 356

  • Computer Vision

    COMPSCI 527

  • Data Structures and Algorithms

    COMPSCI 201

  • Design and Analysis of Algorithms

    COMPSCI 330

  • Digital Systems

    ECE 350/COMPSCI 350

  • Edge Computing

    ECE 654

  • Embedded Systems

    ECE 459

  • Fields and Waves

    ECE 270

  • Fundamentals of Electrical and Computer Engineering

    ECE 110

  • Introduction to Microelectronic Devices and Circuits

    ECE 230

  • Introduction to Operating Systems

    COMPSCI 310/ECE 353

  • Introduction to Signals and Systems

    ECE 280

  • Introductory Electricity, Magnetism, and Optics

    PHYSICS 152

  • Maschinelles Lernen

    COMPSCI 371

  • Matrices and Vector Spaces

    MATH 218

  • Multivariable Calculus

    MATH 212

  • Ordinary and Partial Differential Equations

    MATH 353

  • Probability

    MATH 230/STAT 230

Projects

  • Command Line Battleship

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    - Wrote Go package to play game versus CPU that uses a combination of graph traversal algorithms to play intelligently

    See project

  • Predicting Stock Prices with LSTM Neural Networks

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    - Implemented Tensorflow, Keras, Pandas, Yahoo Fin, and Scikit-learn to organize data and create LSTM neural networks.
    - Used Matplotlib to plot real prices versus predicted with high accuracy given desired epochs and time to look ahead.
    - Libraries imported: Tensorflow, Keras, Pandas, Yahoo Fin, Scikit-learn, NumPy, OS, Time, Random

    See project

  • Recognizing Handwritten Digits With Machine Learning

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    - Used TensorFlow and Keras libraries for Python to train a convolutional neural network model with the MNIST dataset
    - Created Tkinter interface for users to test 99+% accurate model with their own computer-drawn digits
    - Libraries imported: Tensorflow, Keras, NumPy, Tkinter, PIL, SciPy

    See project

  • Solids of Revolution Volume Calculator

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    - Self-taught Python to develop software for solving high school calculus problems.
    - Ported programs to JavaScript and learned HTML and CSS to publish a web app at mgiglio10.github.io.

    See project

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