Matthew Phillips work email
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Matthew Phillips personal email
Matthew Phillips is a Data and ML Platforms @ Apartment List at Apartment List. Colleagues describe him as "Matt is a full-stack data scientist and data engineer. During the time we worked together, he worked on two different roles: data scientist, and machine learning data engineer. For both roles, Matt has done an excellent job by not only delivering high-quality work, but also demonstrating his ability to think above and beyond the scope of the project. He is also a great team player, and I really enjoyed working with him!"
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Senior Software Engineer Ii, Data And Ml PlatformsApartment List Nov 2024 - PresentSan Francisco, California, Us• Using change data capture events from a database, set up streaming data pipeline to our feature store to reduce system latency.
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Engineering Manager, Data And Ml PlatformsApartment List Sep 2021 - Nov 2024San Francisco, California, Us• Closely partner with data science to architect and lead development of customer-facing ML services and the ML platform, which includes a feature store and related backend services.• Architect and lead revamped MLOps pipeline on Vertex AI for key ML models in production, increasing reliability and reducing time to value from days to hours.• Hire, manage, and mentor a team of three MLOps engineers of different levels.• Own $700k/year data and ML platform budget, taking cost cutting measures while maintaining developer productivity. Lead company-wide migration to a new data warehouse and cost optimization efforts resulting in savings of $400k in the first two years.• Onboard dbt and decentralize the creation and maintenance of production analytics tables.• Improve data infrastructure by introducing data quality checks and better monitoring and alerting of data pipelines.
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Engineering Manager, Data And MlopsDoma Sep 2019 - Sep 2021San Francisco, Ca, Us• Establish the data engineering team; hire, lead, mentor, and manage a team of six MLOps and data engineers.• Bootstrap cross-functional MLOps team to improve data scientist productivity and robustness of ML model deployments.• Lead initiative to replace a third-party data science platform with an in-house Kubernetes-based platform.• Overhaul existing reporting data stack to use a modern data stack of Fivetran, Airflow, Snowflake, and Looker. Migrated reporting to Snowflake and achieved upwards of 200% increase in dashboard query performance.• Engineered new method of measuring impact of product features on key metrics by parsing application logs, which became the authoritative source for Operations and Product reporting. -
Senior Engineer, Data And Ml InfrastructureSofi Feb 2018 - Aug 2019San Francisco, California, Us• Built data science platform on AWS to enhance productivity of dozens of data scientists using infrastructure as code tools CloudFormation and Terraform.• Deployed batch and realtime machine learning models with Docker, Flask, and AWS SageMaker, including SoFi's first customer-facing ML model: a credit risk scoring model which increased quality loan applicant volume by an estimated 1%.• Leveraged model interpretability techniques for machine learning in credit risk scoring.• Built data pipelines on TBs of data to populate enterprise data lake using AWS Glue and Athena.• Maintained enterprise-wide Kafka infrastructure. -
Data ScientistSofi Feb 2017 - Feb 2018San Francisco, California, UsAs SoFi's second data scientist, I was both a hands-on machine learning engineer and modeler on various projects across marketing, operations, and credit teams.• Developed machine learning model to improve prospect targeting, beating industry metrics by 10%.• Developed and delivered training sessions on various topics in machine learning concepts (deep learning) and tools (Spark, Keras) to the analytics team.• Reimplemented pricing algorithm in PySpark for individualized messaging to prospects.• Built predictive targeting models using Spark ML on TBs of data to support marketing initiatives.
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Lead Data Science InstructorGeneral Assembly Dec 2018 - Mar 2019New York, Ny, Us• Lead instructor for Part-time Data Science Immersive. -
Data ScientistSilicon Valley Bank May 2016 - Feb 2017Santa Clara, Ca, Us• Modeled topics and classified tens of thousands of documents of conversational text using latent Dirichlet allocation and random forest in scikit-learn.• Built a credit scoring model for early stage venture lending using regularized GLMs.• Worked with key stakeholders to identify data science projects and grow the data science internship program to more than 5 interns. -
Graduate Teaching Assistant In StatisticsUniversity Of New Haven Jan 2016 - May 2016West Haven, Ct, Us• Topics included maximum likelihood estimation and computational methods. -
Airborne InfantryUs Army 2008 - 2013Arlington, Virginia, Us
Matthew Phillips Education Details
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Bradfield School Of Computer Science -
University Of New HavenData Science
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Claremont Graduate UniversityEconomics
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Uc San DiegoPolitical Science
Frequently Asked Questions about Matthew Phillips
What company does Matthew Phillips work for?
Matthew Phillips works for Apartment List
What is Matthew Phillips's role at the current company?
Matthew Phillips's current role is Data and ML Platforms @ Apartment List.
What is Matthew Phillips's email address?
Matthew Phillips's email address is mp****@****tle.com
What schools did Matthew Phillips attend?
Matthew Phillips attended Bradfield School Of Computer Science, University Of New Haven, Claremont Graduate University, Uc San Diego.
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