Isaac Medina

Researcher & Data Scientist

Intro

What I am all about.

With over 3 years of experience collecting, analyzing and telling stories with data, I believe we are only as good as our information. I prioritize understanding data, its implications and ensuring that the knowledge is accessible to my clients.

On a more personal note: Welcome to my website. Get to know me by exploring my projects. I am particularly interested in:

  • biotech,
  • medicine,
  • health and wellnes.

Skills

Oh, I got skills.

Python

Programming with extensive knowledge of

  • Pandas
  • SciKitLearn
  • NumPy

JavaSript

Programming with extensive knowledge of

  • D3.js
  • Plotly
  • Leaflet

HTML5/CSS

Capable of launching development scale web apps

Database Engineering

SQL and MongoDB

AI

Machine Learning & Deep Learning

Cloud Computing &
Big Data

Analyse using:

  • Google Notebooks
  • AWS
  • Spark
  • Hadoop

Resume

Not just a data scientist, a real scientist.

Projects

Exlpore my projects to see my capabilities as a developer and analyst. Links to source code/repositories found in each description.

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Air Quality App

Find the best time to go for a run or do outdoor activities.

Air Quality Dashboard is simple python application that helps users avoid air pollution by:

  • Gives 48 hour air quality and UV-index forecasts
  • Works for virtually any location on the globe
  • uses the best available data sources (Breezometer and Open Weather APIs)

Please see the repository: medinachuck/AQI-Dashboard

Project Leader: Isaac Medina

Contributor: Vijay Rajpurohit

Contribtor: Lesly Sok

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Air Quality Station and Database

Project Description Upcoming...

Project Leader: Dr. Marc Los Huertos

Data Scientist: Isaac Medina

Institution: Pomona College

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Pet Adoption Application

helps shelters predict time to adoption for pets

Following a Kaggle Challenge we trained a Convulutional Neural Network with a dataset of over 50,000 images of pets

The CNN was trained to:

  • identify the type of pet
  • give its adoptibility score (an indicator of time to adoption for the pet).

We also built a visually appealing web-app into which any user could insert a picture and get a pet's predicted adoptibility score.

Please see the repository: medinachuck/pet_adoption_app

Project Leader: Michelle Rucci

Project Manager:Isaac Medina

Developer: Kosal Sieng

Analyst: Alex Reyes

Institution: USC Viterbi Data Analytics Bootcamp


Project Completion

Air Quality App 100%
Pet Adoptability App 100%
IOT Air Quality Database 100%

Scientific Research

My research posters and papers have been presented at the American Chemical Society (ACS) and the Society For the Advancement of Chican@s and Native Americans in Science (SACNAS) conferences.

Computational Chemistry: Energy Transfer Research Poster
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Contact Info

How can I help you? Let's Chat!

Location
Los Angeles, California
Phone
+1 562 746 6310
Email
medina.chuck@gmail.com
Web
medinachuck.github.io
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