DelAi

Space Apps Boston 2016

flight delay checker

The Team

Connor McKay Christina Kayastha Ravi Singh Fatima Khalid

Data Scientist Software Engineer Software Engineer Software Engineer

The Status Quo

Arriving Early

Crowded Airport

Cost Inefficient

Insight

Weather Underground

Flight Aware

DOT Flight Data

Open Flights

Implementation

Application UI

Express Server

R

Random Forest

frustrations

standardization of identifiers

accessing government data

data formatting

R + nodeJS integration

Data Quality

Integrations

issues with future flights

next steps

Improving the ML Algo Expanding scope

more consistent feature engineering

exploration of different classifiers

including METAR weather data

international flight data

DelAi demo

clear for take off

h"p://ec2-54-165-141-202.compute-1.amazonaws.com:3000/

Q & A