Artash Nath The Genesys Hackathon was organised at the DevHub / LightHouse Labs Toronto on 13 – 14 October 2018. The goal of the hackathon was to come up with […]
The Genesys Hackathon was organised at the DevHub / LightHouse Labs Toronto on 13 – 14 October 2018. The goal of the hackathon was to come up with solutions to enhance consumer services .
The HotPopRobot family team came up with project ABC: Artificial intelligence for Better Consumer service) and won the honorable mention prize. The project ABC used Artificial Intelligence and big data to rate reviews being left by consumers on the products and services they are using between 0 and 1. Reviews with ratings 0 and 0.5 signify negative feedback and the consumer is possibly unsatisfied with the product/services. Reviews between 0.5 and 1.0 means positive feedback and the consumer is generally satisfied with the product/services.
These ratings would help allocate suitable resources to improve consumer services. Lower ratings would mean deploying more customer service agents to address those queries.
All the programming was done in python with TensorFlow. The A.I algorithm consisted of a multiple layered feed-forwards Neural Networks that was trained on a modified version of the Keras Movie Review Data-set. Arushi helped in testing the model by writing positive and negative reviews, and seeing if the model could accurately rate the feedback.
Artash (Grade 7) was instrumental in visualizing the algorithm, writing the code and training the algorithm to analyse online reviews.
Arushi (Grade 4) provided some live feedback data to test the algorithm.
The project was created in less than 24 hours – from conceiving to programming, testing and presentation before the judges. There were over 30 teams who presented before the judges and Team HotPopRobot came in the Top 5 to win the Honorable Mention Award.
Best of the Fair Award, Gold Medal, Top of the Category, Youth Can Innovate, and Excellence in Astronomy Awards at Canada Wide Science Fair 2023 and 2022. RISE 100 Global Winner, Silver Medal, International Science and Engineering Fair 2022, Gold Medal, Canada Wide Science Fair 2021, NASA SpaceApps Global 2020, Gold Medalist – IRIC North American Science Fair 2020, BMT Global Home STEM Challenge 2020. Micro:bit Challenge North America Runners Up 2020. NASA SpaceApps Toronto 2019, 2018, 2017, 2014. Imagining the Skies Award 2019. Jesse Ketchum Astronomy Award 2018. Hon. Mention at 2019 NASA Planetary Defense Conference. Emerald Code Grand Prize 2018. Canadian Space Apps 2017.
Leave a Reply