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Eric Deleeuw
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Orlando, Florida, United States
Résumé
Jobs
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Senior AI/ML EngineerZscalerNov 2022 - Current (3 years 11 months)• Developed scalable threat detection services using Python, PyTorch, Docker, Kubernetes, and AWS for enterprise ZTNA and identity-aware access platforms.
• Designed distributed telemetry ingestion workflows processing millions of authentication events daily, audit logs, session activities, and device signals across high-volume security environments.
• Implemented unsupervised detection models leveraging Isolation Forest, One-Class SVM, and Autoencoders to identify abnormal authentication behavior and suspicious session activity patterns.
• Created adaptive risk evaluation systems correlating identity telemetry, device activity, and session analytics to support dynamic access enforcement decisions and reduce false positive al- Senior Machine Learning EngineerBanyan SecurityApr 2019 - Oct 2022 (3 years 7 months)• Built enterprise-scale AI-driven security analytics solutions using Python, TensorFlow, scikit-learn, SQL, and AWS for authentication monitoring and behavioral analytics platforms.
• Developed event-processing workflows analyzing authentication logs, network telemetry, access activity, and session data for anomaly detection and behavioral monitoring initiatives.
• Maintained distributed ML pipelines covering feature engineering, model training, deployment automation, validation processes, and operational monitoring activities.
• Applied unsupervised learning, clustering, and statistical analysis techniques to identify abnormal access behavior, suspicious authentication activity, and operational security anomalies.
• Ex - Machine Learning EngineerAvailityMay 2015 - Apr 2019 (4 years)• Developed scalable analytical processing solutions using Python, SQL, AWS, and enterprise reporting technologies for predictive analytics and operational intelligence initiatives.
• Built automated ETL pipelines, feature engineering workflows, and recurring analytical services supporting healthcare reporting and AI-driven analytics initiatives.
• Developed predictive modeling solutions and classification workflows supporting operational forecasting, reporting optimization, and customer behavior analysis initiatives.
• Built reusable feature engineering pipelines and model evaluation workflows supporting operational forecasting and healthcare analytics initiatives.
• Applied statistical analysis, exploratory data analys - Data AnalystBlack KnightDec 2013 - May 2015 (1 year 6 months)• Developed operational dashboards, recurring analytical reports, and reporting automation workflows using SQL, Python, and spreadsheet-based analysis tools.
• Built data cleansing, transformation, and validation processes improving reporting consistency and dataset quality across internal business systems.
• Supported ETL workflows, database analysis tasks, and API-driven extraction processes for enterprise analytics and operational reporting initiatives.
• Worked with PostgreSQL, MySQL, and SQL Server systems to consolidate and prepare datasets for recurring analytical and reporting workflows.
• Applied statistical analysis, trend analysis, and exploratory data profiling techniques to identify operational inconsistenci
Education
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- Bachelor of Science in Computer ScienceUniversity of FloridaJan 2013Gainesville, FL