Data Engineering for Scalable Machine Learning
Greater Los Angeles Area
Manager, Data Engineering @ mPulse Mobile * Migrated PostgreSQL-based Data Warehouse to S3+Redshift-base Data Lake, reducing latency of data for analysis from ~10 hours to 30 mins or less, while improving system stability and eliminating frequent outages.* Designed & Implemented Web-based Query Builder tool to allow customers to filter and aggregate their data for export directly.* Designed...
Manager, Data Engineering @ mPulse Mobile * Migrated PostgreSQL-based Data Warehouse to S3+Redshift-base Data Lake, reducing latency of data for analysis from ~10 hours to 30 mins or less, while improving system stability and eliminating frequent outages.* Designed & Implemented Web-based Query Builder tool to allow customers to filter and aggregate their data for export directly.* Designed & Implemented Streaming Data product with capability to stream data to customers across various clouds and various streaming platforms, including support for Apache Kafka and AWS Kinesis.* Worked with Data Science Team to develop techniques and procedures allowing them to launch Machine Learning model services into production without requiring support from other Engineering teams.* Trained & Coached Jr. Data Engineers. From June 2018 to August 2019 (1 year 3 months) Greater Los Angeles AreaSr. Data Engineer @ Tribune Publishing Company * Architecture & Engineering of scalable Personalized Content Recommendation System that consistently out-performs other industry leaders by 1.5-2x.* Implemented Kafka-based streaming ETL to reduce time from logged event to availability of data for analytics by 6-10x.* Set-up Data Infrastructure and Operations on AWS with DCOS, Docker, Jenkins* Migration of Reporting Suite from Hive to Redshift to cut reporting time from hours to minutes.* Support Data Analysts and Scientists with architecture & optimization of SQL queries.* Develop and maintain ETL jobs for S3, Redshift, etc in Python.* Testing and Benchmarking of other data solutions, including Cassandra, Elastic Search, Kinesis, Tableau, Apache Drill, Hue. From June 2016 to June 2018 (2 years 1 month) Los Angeles, CaliforniaSr. Data Engineer @ CARD.com * Data Infrastructure Design & Maintenance on AWS with various technologies including Jenkins, Puppet, Ansible, Docker, Flume, BASH.* Successful Migration from Hadoop/Impala to Redshift* Develop Reporting & Machine Learning Models with R, Python, H2O and Spark.* Develop Application Code in R, PHP, Java, Javascript, and Python.* Analyze and report on Data with SQL, R, and Unix tools. From October 2015 to June 2016 (9 months) Santa MonicaSr. Open Source Platforms Engineer @ CARD.com * Developed & maintained Web Application code in PHP and Javascript.* Co-architected & Implemented Event Logging System with Flume & Hadoop.* Implemented A/B testing & reporting* Led implementation of Jira for Agile task management.* Reporting & Analysis with SQL. From May 2014 to October 2015 (1 year 6 months) Santa Monica, CASr. Open Source Software Architect @ Ninjitsu Web Development * Founder & Owner, expanding from solo freelancer to full-time staff of 4.* Customers included Warner Bros / DC Comics, Ebay Classifieds Group, Johns Hopkins and other Universities.* Hired & Managed teams of Employees & Contractors to develop & maintain Customer websites built on the Drupal CMS.* Configured Web and Database servers, mainly Apache and MySQL.* Wrote Drupal Modules in PHP and Javascript. From July 2007 to May 2014 (6 years 11 months) Director of Data Engineering @ Whip Media Group * Leading a Team of 3 Data Engineers* Supporting Data Science efforts using Snowflake, Databricks Spark, and Amazon EMR.* Developing Web & streaming applications to deliver Data Science Products, using Python and AWS.* Assisting in Data integration with acquired companies. Santa Monica, CALead Developer @ UBM Canon * Hired and Led team of engineers to build next-gen platform for publishing and event websites in PHP using Drupal CMS.* Architecture of CMS Platform, including development of NodeJS microservices to manage deployment and content-delivery optimization.* Platform successfully launched 30+ websites per year and was subsequently adopted by other UBM companies worldwide. From February 2013 to May 2014 (1 year 4 months) Santa Monica, CA
mPulse Mobile
Manager, Data Engineering
June 2018 to August 2019
Greater Los Angeles Area
Tribune Publishing Company
Sr. Data Engineer
June 2016 to June 2018
Los Angeles, California
CARD.com
Sr. Data Engineer
October 2015 to June 2016
Santa Monica
CARD.com
Sr. Open Source Platforms Engineer
May 2014 to October 2015
Santa Monica, CA
Ninjitsu Web Development
Sr. Open Source Software Architect
July 2007 to May 2014
Whip Media Group
Director of Data Engineering
Santa Monica, CA
UBM Canon
Lead Developer
February 2013 to May 2014
Santa Monica, CA
* Migrated PostgreSQL-based Data Warehouse to S3+Redshift-base Data Lake, reducing latency of data for analysis from ~10 hours to 30 mins or less, while improving system stability and eliminating frequent outages.* Designed & Implemented Web-based Query Builder tool to allow customers to filter and aggregate their data for export directly.* Designed & Implemented Streaming Data product with... * Migrated PostgreSQL-based Data Warehouse to S3+Redshift-base Data Lake, reducing latency of data for analysis from ~10 hours to 30 mins or less, while improving system stability and eliminating frequent outages.* Designed & Implemented Web-based Query Builder tool to allow customers to filter and aggregate their data for export directly.* Designed & Implemented Streaming Data product with capability to stream data to customers across various clouds and various streaming platforms, including support for Apache Kafka and AWS Kinesis.* Worked with Data Science Team to develop techniques and procedures allowing them to launch Machine Learning model services into production without requiring support from other Engineering teams.* Trained & Coached Jr. Data Engineers.
What company does Matt Chapman work for?
Matt Chapman works for mPulse Mobile
What is Matt Chapman's role at mPulse Mobile?
Matt Chapman is Manager, Data Engineering
What industry does Matt Chapman work in?
Matt Chapman works in the Information Technology and Services industry.
Who are Matt Chapman's colleagues?
Matt Chapman's colleagues are Josh Levitan, Jordan Bautista, Abhineet Raj, Daniel Weissberger, Tony Askar, Brendan McClure, Ankoor Bhagat, Antonio Dangond, Manny Pedraja, and Robert Burke
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