Senior Data Scientist, Research and Machine Learning Engineering at GrubHub
San Francisco, California
BookBrew.io book recommender
Data Scientist, Full Stack Developer
May 2016 to July 2016
New York, NY
Metis
Data Scientist
August 2015 to December 2015
New York, NY
Grubhub
Senior Data Scientist, Research and Machine Learning Engineering
New York, NY
Metis
D3.js Data Visualization
August 2016 to October 2016
New York, NY
The Schneier Program for International Affairs, Yeshiva University
Presidential Research Fellow
August 2013 to July 2015
New York, New York
Built an interactive book recommender web app called BookBrew (bookbrew.io)• Created and managed RDS database using PostgreSQL• Implemented AWS Elastic Beanstalk development/deployment pipeline for Flask-based app • Built a recommendation engine combining collaborative filtering built on matrix factorization and content-based filtering built on keyword clustering and topic modeling• Designed an innovative recommendation interface whereby users mix and... Built an interactive book recommender web app called BookBrew (bookbrew.io)• Created and managed RDS database using PostgreSQL• Implemented AWS Elastic Beanstalk development/deployment pipeline for Flask-based app • Built a recommendation engine combining collaborative filtering built on matrix factorization and content-based filtering built on keyword clustering and topic modeling• Designed an innovative recommendation interface whereby users mix and match different book and feature combinations to find their ideal recommendation• Created D3.js visualization to depict topic importances of any book selected
What company does David Berger work for?
David Berger works for BookBrew.io book recommender
What is David Berger's role at BookBrew.io book recommender?
David Berger is Data Scientist, Full Stack Developer
What industry does David Berger work in?
David Berger works in the Computer Software industry.
Who are David Berger's colleagues?
David Berger's colleagues are Matt Florkiewicz, Mike Zenker, Katelyn Harper, Bill Francione, Goody Seif, Michelle Sasson, Luiz Gabeira, Aditya Pothukuchi, William Epstein, and Brian Hardiman
📖 Summary
Data Scientist, Full Stack Developer @ BookBrew.io book recommender Built an interactive book recommender web app called BookBrew (bookbrew.io)• Created and managed RDS database using PostgreSQL• Implemented AWS Elastic Beanstalk development/deployment pipeline for Flask-based app • Built a recommendation engine combining collaborative filtering built on matrix factorization and content-based filtering built on keyword clustering and topic modeling• Designed an innovative recommendation interface whereby users mix and match different book and feature combinations to find their ideal recommendation• Created D3.js visualization to depict topic importances of any book selected From May 2016 to July 2016 (3 months) New York, NYData Scientist @ Metis Metis is an immersive 12 week data science bootcamp in New York City, with a curriculum design by Datascope Analytics. Through five data projects, Metis teaches and reinforces concepts such as statistical inference, data acquisition, D3.js, SQL and NoSQL databases, and Hadoop MapReduce. From August 2015 to December 2015 (5 months) New York, NYSenior Data Scientist, Research and Machine Learning Engineering @ Grubhub Building and deploying models to drive product and customer growth. New York, NYD3.js Data Visualization @ Metis Teach intensive onsite instruction and immersive data visualization course using D3.js.http://www.thisismetis.com/data-visualization-d3-course From August 2016 to October 2016 (3 months) New York, NYPresidential Research Fellow @ The Schneier Program for International Affairs, Yeshiva University • Collaborated and performed research on pressing global issues such as nuclear nonproliferation and counterterrorism• Presented paper at American Political Science Association annual conference on the causal links behind terrorist activity following natural disasters• Worked closely with former Israeli Ambassador to the United States, Danny Ayalon, as well as U.S. Senator Joseph Lieberman during their tenure at Yeshiva University. From August 2013 to July 2015 (2 years) New York, New York
Introversion (I), Intuition (N), Thinking (T), Judging (J)
0 year(s), 8 month(s)
Unlikely
Likely
There's 100% chance that David Berger is seeking for new opportunities
Enjoy unlimited access and discover candidates outside of LinkedIn
Trusted by 400K users from
76% of Fortune 500 companies
The most accurate data ever
Hire Anyone, Anywhere
with ContactOut today
Making remote or global hires? We can help.
No credit card required
David Berger's Social Media Links
/company/g...