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Max S.

Machine Learning Engineer, Data Scientist, Functional Programming

Max is a software engineer and new product developer by trade, with a focus on machine learning, Bayesian inference, content discovery, and prototyping.

The bulk of his work as a machine learning engineer was at Foursquare, where he built Foursquare City Guide’s critically acclaimed 10-point venue rating system and the Marsbot app. More recently he led the development of a causality model for foursquare’s Ad Attribution product, and now works at Foursquare’s innovation lab.

Max has spoken at a variety of conferences and universities, including the ACM conference on Recommender Systems, the Cambridge Workshop on Urban Data Science, and Talkabot 2016. He also taught a course on Bayesian Thinking at the Lviv Data Science Summer School.

He holds a masters degree from NYU in Information Systems, and a Bachelor of Science in Computer Science from Yale. He is a former board member of the Yale Alumni Service Corps, and led a volunteer trip to the Fort Mojave Indian Reservation in October 2017.

I'm currently working on newmap.ai, which is a novel data layer and organization system along with a new programming language that I hope to use to create a network of data and algorithms that can make any data company more efficient. I love the craft of statistical engineering and product design, and I hope to use those skills to advance your product.

Experience with: Data Science and Machine Learning, python, python's ML tools: (Numpy, Scipy, my own creations on github, pytorch, pymc3, tensorflow), Markov Chain Monte Carlo, Functional Programming(Scala, Haskell, ML), data pipelines (Hadoop, Scalding, Spark, Luigi), JVM, web server architecture, Bayesian Inference, Causality, Type Theory & Programming Languages, Rapid Prototyping, CI/CD, Location Data, Recommender Systems, MongoDb, MySql/Postgres, sbt, software testing

In addition, I have many talks, publications and a couple of patents to my name, which you can find on my full CV here:

https://docs.google.com/document/d/10apz8iFrDCif9Cr9RfzEIq9jqpPOo87e3Z-NE1G-UAQ/edit

And my linkedin profile: https://www.linkedin.com/in/max-sklar-b638464/

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Max S.

Work

Local Maximum Labs

BayesPy

github.com

My own Bayesian Inference tools for Python

Marsbot for Airpods

newmap.ai

github.com

Newmap.ai is a new programming language and database combo currently under development meant to rethink from the ground up how engineers and scientists build data stores, algorithms, and artificial intelligence.

Experience

Jun 2019 — Oct 2021
Foursquare

Foursquare

Engineering and Innovation Labs Advisor

In 2019, I joined the Labs team headed by the former CEO to build experimental products based off of Foursquare’s location technology. I built the server stack and provided product leadership for Marsbot for Airpods, which plays sounds at the precise moment users walk by certain locations.

May 2011 — Feb 2019
Foursquare

Foursquare

Machine Learning Engineer

My work at Foursquare included the core recommendation algorithm, internationalization, sentiment analysis, natural language processing, tip ranking, statistical voting algorithms, and ad attribution. I built the first version of venue ratings in 2012, which is based on a machine learning algorithm I wrote and deployed myself. In 2013, I kicked off Foursquare’s NLP pipeline, and contributed to Foursquare’s taste graph. In 2015, I began work as the technical architect of Marsbot, a new place recommendation system with a natural language interface. In addition to the technical design, I worked closely with the product and executive teams to define where Marsbot fits in our app ecosystem and in the marketplace. In 2017 I formulated and developed Foursquare’s proprietary attribution algorithm, which used a causality model to calculate ad effectiveness at getting customers into real world locations. It launched in 2018. In addition to technical leadership, I was also involved in training the sales team. According to leading members of the Foursquare management team, this effort contributed to negotiations in Foursquare’s $150M acquisition of Placed in 2019.

Sep 2010 — Dec 2012
NYU, Stern School of Business

NYU, Stern School of Business

Adjunct Instructor

Official LinkedIn page of New York University