Skip to content
View mbjackson-capp's full-sized avatar

Block or report mbjackson-capp

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
mbjackson-capp/README.md

I am a Data Engineer within CityGeo, a division of the City of Philadelphia's Office of Innovation and Technology. Before that, I held a graduate student internship with the Data department at the Cook County Assessor's Office.

I'm a recent graduate of the masters program in MS in Computational Analysis and Public Policy (CAPP) at the University of Chicago.

Projects I've worked on include:

  • questions_to_cards: Personal project; pandas-based pipeline for taking an archived database of quizbowl questions and converting it into category-tagged, single-clue digital flashcards.
  • Plan-My-Transit ("Route Rangers"): Capstone project for "Software Engineering for Civic Tech"; takes in user information about frequent commutes, and shows the most in-demand gaps in existing public transit coverage to transit planners. Written in Django, with Postgres (PostGIS) backend; front-end visualizations powered by Leaflet.
  • Analyzing Complaints Against A City Police Department with Natural Language Processing (NLP): Capstone project for "Advanced Machine Learning for Public Policy"; obtained a corpus of 2,148 PDF reports from a city's Civilian Office of Police Accountability, then performed topic modeling, named entity recognition (NER), and summarization tasks with state-of-the-art NLP models.
  • Redistricting Redux: quarter-long project with a focus on software design, data ingestion via API, and data visualization. Written in Python (including geopandas and scikit-learn).

I'm also a game show champion.

Pinned Loading

  1. uchicago-capp-30320/RouteRangers uchicago-capp-30320/RouteRangers Public

    Transit planning tool designed to retrieve end user input and also facilitate local transit authorities' decision making.

    Python 1 1

  2. uchicago-mscapp-projects/redistricting-redux uchicago-mscapp-projects/redistricting-redux Public

    30122-project-redistricting-redux created by GitHub Classroom

    Python

  3. necabotheking/ml-affordable-care-act necabotheking/ml-affordable-care-act Public

    Capstone project for the CAPP 30254 Machine Learning course where a sentiment analysis of the Affordable Care Act is conducted to analyze public perceptions.

    Jupyter Notebook 1