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  • Portfolio
    • Portfolio
    • Data Science Projects
    • Published Works
    • Skills
    • Specialties
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  • Github
  • Hire me!
Layla Hendrix

Layla Hendrix

Layla HendrixLayla HendrixLayla Hendrix

Data Science Projects

Image Classification (language: R) 

Image classification via Convolutional Neural Network (CNN). Using the keras package to construct the model, a series of filters were used to extract features from a particular data set to train a CNN model  to recognize images that fall into one of three categories. Specifically, the functions used in this project utilizes Tensorflow tools - which usesvectors as tensors to create the structure of the neural network. 

Click here to read more.

    Published Works

    p5.js Tutorials

    p5.js is a creative coding library used to introduce text-based coding to beginners around the world. I have created tutorials for the p5.js learn site that focused on accessibility, creativity and computational thinking. During this project  I collaborated with various writers by providing revisions and feedback on tutorials for the p5.js learn page - feedback was focused on accessibility and readability for beginners

    Visit Tutorials Page

    Comparison of bone tissue properties ... using FTIRI

    Understanding how the material properties of bone tissue from the various forms of osteogenesis imperfecta (OI) differ will allow us to tailor treatment regimens for affected patients. To this end, we characterized the bone structure and material properties of two mouse models .. in which bone fragility is due to a genetic defect in collagen type I and a defect in osteoblast matrix mineralization, respectively. Bones ... were examined using Fourier transform infrared spectroscopic imaging (FTIRI), microcomputed tomography (micro-CT), histology, and biochemical analysis. 

    Read Paper

    Comparison of bone tissue properties ... using FTIRI

    NYC DOE has trained over 2,025 teachers in 825 schools, reaching almost 177,000 students in grades K-12 and counting! Layla Quiñones and José Olivares will discuss and answer questions about expanding data science curriculum across disciplines and various formats (full course, curriculum, modules) with an emphasis on increasing accessibility for all students within New York City school district.

    Watch on Youtube

    Processing Foundation Fellowship

    The 2019 Processing Foundation Fellowships sponsored nine projects from around the world that expanded the p5.js and Processing softwares and nurtured their communities. This year, we collaborated with the New York City Department of Education’s CS4All Initiative, to support two Teaching Fellows, who are Computer Science teachers in the Software Engineering Program of New York City Public Schools. Here is the first interview with Teaching Fellow Layla Quinones, in conversation with Director of Advocacy Johanna Hedva.

    Read on Medium

    Technical Skills

    Foundational Skills

    Programming Languages & Tools

    • Data analysis, data mining, web scraping, APIs, data wrangling, data modeling, data preparation and pre-processing,  data visualization, etc.
    • Programming, statistics, calculus, quantitative analysis, supervised and unsupervised learning, machine learning model development, debugging, hypothesis testing, A/B tests, regression, clustering, S

    • Data analysis, data mining, web scraping, APIs, data wrangling, data modeling, data preparation and pre-processing,  data visualization, etc.
    • Programming, statistics, calculus, quantitative analysis, supervised and unsupervised learning, machine learning model development, debugging, hypothesis testing, A/B tests, regression, clustering, SVM, etc.
    • Dashboard and application development, infographic development, etc.

    Programming Languages & Tools

    Programming Languages & Tools

    • AWS
    • Azure
    • Git
    • Google Suite
    • HTML, CSS, JavaScript 
    • Julia
    • Java
    • MatLab
    • Microsoft Office
    • Python
    • R
    • Scala
    • SQL
    • Tableau
    • Visual Studio, Apache Zeppelin, and more.

    Communication Skills

    Communication Skills

    • Utilizing pedagogical methods to convey information to a broad audience communication and collaboration with colleagues and partners 
    • Developing creative and progressive ideas to solve problems
    • Adaptability to the latest technologies and trends
    • Apply critical thinking to objectively approach data sets and minimize bias
    • Ability to develop content-area knowledge to help support decision making

    Specialties

    Teaching

    Curriculum Design & Coaching

    Curriculum Design & Coaching

    My teaching experience includes over 15 years of service in New York City Public Schools. In graduate school specialized in Physics Education, studied how misconceptions can affect students' understanding of science concepts. I quickly turned my eye to Computer Science Education after receiving training in curriculum development and CS pe

    My teaching experience includes over 15 years of service in New York City Public Schools. In graduate school specialized in Physics Education, studied how misconceptions can affect students' understanding of science concepts. I quickly turned my eye to Computer Science Education after receiving training in curriculum development and CS pedagogy from CS4ALL, UpperlineCode (Giant Machines), CUNY Graduate Center, and others. 

    Curriculum Design & Coaching

    Curriculum Design & Coaching

    Curriculum Design & Coaching

    For 10 years, I have been focusing on expanding CS education offerings in NYC Public Schools by writing and refining curriculum, and developing and facilitating professional learning sessions for NYC public school teachers. I amplified my impact by training hundreds of teachers in AI Literacy and emerging technologies. My trainings emphas

    For 10 years, I have been focusing on expanding CS education offerings in NYC Public Schools by writing and refining curriculum, and developing and facilitating professional learning sessions for NYC public school teachers. I amplified my impact by training hundreds of teachers in AI Literacy and emerging technologies. My trainings emphasized topics related to equity and social justice, so that students understand how CS can empower them to drive social change within their communities.

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    Data Science

    Curriculum Design & Coaching

    Data Science

     With my background CS and Physics, Data Science was a natural next step. In the last 5 years I have been developing my expertise in Data Science through my coursework in CUNY Graduate School and my role at CS4ALL. I translated that expertise into a Data Science Fellowship program and a Data Science curriculum for NYC Public School teache

     With my background CS and Physics, Data Science was a natural next step. In the last 5 years I have been developing my expertise in Data Science through my coursework in CUNY Graduate School and my role at CS4ALL. I translated that expertise into a Data Science Fellowship program and a Data Science curriculum for NYC Public School teachers. I have also been able to increase the efficiency of my team by automating tasks related to teacher recruitment and placement by developing dashboards using Google Sheets and Python. 

    Connect With Me

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