Matt Saunders

Staff ML Engineer @ HubSpot Staff Machine Learning Engineer at HubSpot

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Education

University of California, Berkeley

BA, Computer Science & English -

Shandong University

, Anthropology, Political Science -

Work Experience

HubSpot

Current

HubSpot

Salesforce

2016-07-01 - 2024-11-01

Salesforce

Millennial Media

2011-01-01 - 2016-06-01

Millennial Media

MyWire

2010-06-01 - 2010-12-01

MyWire

NBCUniversal

2008-02-01 - 2009-12-01

NBCUniversal

SapientRazorfish

2002-12-01 - 2008-02-01

SapientRazorfish

Skills

Software Architecture Data Pipelines Cloud Computing Machine Learning Big Data Analytics Apache Spark Kubernetes Hadoop Big Data Deep Learning Convolutional Neural Networks (CNN) Recurrent Neural Networks (RNN) Long Short-term Memory (LSTM) Natural Language Processing (NLP) Attention Mechanisms Transformer Models Large Language Models (LLM) Generative Modeling TensorFlow PyTorch

Summary

Principal Architect with over 20 years of leadership and management in the software engineering field, including technical strategy, designing applications, machine learning and leading multidisciplinary development teams through implementation. Most recently, I have been leading the design and development of large-scale distributed data processing platforms using ML and statistical techniques to analyze user activity and detect anomalies that could identify malware or misuse. My past responsibilities include technical and product strategy, management, design and architecture, and hands-on implementation.

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