Peter McCabe
@peter_mccabe_99
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Work Experience
L5 Software/ML Engineer, Voice AI Team
Peloton•  November 2020 - Present
Worked as part of a wider team on development and optimization of machine learning models for ASR and NLU systems, significantly improving performance and user experience. Led on utilizing Doccano for manual data labeling to create high-quality training datasets, improving the precision of NLU models. Engineered scalable data pipelines using AWS EMR, Kafka, and Airflow. Utilized MLflow for tracking hyperparameter tuning experiments.
Lead Market Data Analyst
Vela Trading Technologies•  April 2015 - November 2020
Team Lead of data analysts generating BI looker dashboards for Tier 1 Investment Banks. Developed machine learning projects, including automating email processing with NLP. Managed ETL processes, SQL databases, and Python scripts for client reporting and data analysis.
Data Analyst
Charles Hurst/Lookers Group•  January 2014 - April 2015•  Belfast
Financial Planning Manager
Santander•  June 2008 - July 2013•  Belfast
Sales Consultant
Prudential•  April 2005 - June 2008•  Belfast
Software Quality Assurance Tester
Symantec•  June 2001 - September 2002•  Dublin
Education
University of Ulster
MSc Data Science•  September 2019 - May 2024•  Percentage: 75
University of Ulster
BSc Computer Science•  January 2004 - December 2004
