From Outlier to Evolving Mainstream

Jasmine Ridge adopted a pragmatic approach to machine learning. Machine learning projects were initially side projects at Jasmine Ridge, but soon became mainstream functions across some of the major industry verticals Jasmine Ridge works on.

A Robust Structured Framework

We follow mostly a classical approach, but sometimes unorthodox techniques are not bad either.

Data is the new oil. Machine Learning is the new electricity.

Credit scoring of users:

We used hundreds of data points per person, built credit risk profiles for each person, and disbursed loans according to the risk profile.

Text analysis and filtering:

We perform text analyses of gigabytes of data every day, doing sentiment analyses to filter out violent, hateful, and racist contents

Real time video analytics:

Our real time video analytics work includes ALPR for vehicles moving in and out of housing complexes, detecting pets without owners, and detecting suspicious movements on a property

Recommender systems:

We built recommender systems to help people choose activity groups to join matching their tastes

Tools of the Trade

Keras
Tensorflow
Theano
Anaconda