Duc Le Email & Phone Number

Vancouver, Bc, Ca

- Research and development focused on machine learning and data science for domains search and recommendation.- Build machine learning models and systems, including large language model (LLM) applications, for search ranking and personalized recommendations, driving revenue and conversion gains validated by A/B testing.- Deploy robust and scalable ML services on AWS (EKS, ECS, SageMaker), with production-grade code, ensuring seamless integration between ML pipelines and other backend infrastructures.- Conduct data analytics to identify growth opportunities, perform large-scale research and experimentation, including A/B tests.

Halifax, Nova Scotia, Canada

Remote

- Developed data processing techniques to enable machine learning on CrowdStrike Falcon Sensor logs.- Conducted ML-based anomaly detection to identify insider threats within large-scale real-world log data.

Halifax, Nova Scotia, Canada

- Conducted research in the areas of: Insider threat detection and Intrusion detection using Machine Learning, Evolutionary computation. - Developed novel algorithms and ML-based frameworks for insider threats detection from heterogeneous data, achieving high detection accuracy and robustness.

Faculty Of Computer Science, Dalhousie University

Analyzed & evaluated botnet detection systems, such as BotHunter and Snort

Doctor Of Philosophy - Phd, Computer Science

Thesis: A machine learning based framework for user-centered insider threat detection

Master'S Degree, Computer Science

Thesis: An unsupervised learning approach for network and system analysis.

Bachelor Of Engineering (B.Eng.), Electronics And Telecommunications Engineering

- GPA 9.11/10 (ranked 2nd/400 of the 2015 graduation class); - Awards for both highest entrance exam score and highest graduation standing.