Hamel Husain

Hamel Husain

Senior Machine Learning Scientist @ GitHub

Bio: I have extensive experience building data analytics and predictive modeling solutions for a wide range of industries, including: hospitality, telecom, retail, restaurant, entertainment and finance. Built large data science teams (50+) from the ground up and have extensive experience building solutions as an individual contributor. Primary area of expertise is machine learning.

How To Create Data Products That Are Magical Using Sequence-to-Sequence Models

How To Create Data Products That Are Magical Using Sequence-to-Se...

A tutorial on how to summarize text and generate features from Github Issues using deep learning with Keras and TensorFlow. Teaser: Training a model to summarize Github Issues Predictions are in rectangular boxes. The above results are randomly selected elements of a holdout set. Keep reading below, there will be a link to many more examples! Motivation: I never imagined I […]

Advice For New And Junior Data Scientists – Hamel Husain l ODSC West 2017

Advice For New And Junior Data Scientists – Hamel Husain l ...

Bio: Hamel has experience building data analytics and predictive modeling solutions for a wide range of industries, including: hospitality, telecom, retail, restaurant and entertainment. He has built large data science teams (50+) from the ground up and has deep experience building solutions as an individual contributor. His primary area of expertise is machine learning. Hamel […]

How Docker Can Help You Become A More Effective Data Scientist

How Docker Can Help You Become A More Effective Data Scientist

For the past 5 years, I have heard lots of buzz about docker containers. It seemed like all my software engineering friends are using them for developing applications. I wanted to figure out how this technology could make me more effective but I found tutorials online either too detailed: elucidating features I would never use […]