John Zhang Email and Phone Number

• Develop end-to-end Python pipelines and API endpoints for machine learning modeldevelopment and deployment on AzureML• Apply supervised and unsupervised machine learning algorithms for classification andcategorization of texts using Natural Language Processing• Develop computer vision models to detect equipment and instrument symbols on Piping & Instrumentation Diagrams• Collaborate in cross functional teams to strategize product development lifecycle

• Performed quantitative and qualitative risk calculations to analyze client process hazard (PHA & LOPA) data, identify key threats and optimize costs of safeguarding strategies• Performed data quality assessments using data processing techniques including data gathering, validation,modeling, visualization, and applying engineering principles• Created Excel templates with VBA and developed Python scripts to perform data manipulations• Maintained effective communication with… Show more • Performed quantitative and qualitative risk calculations to analyze client process hazard (PHA & LOPA) data, identify key threats and optimize costs of safeguarding strategies• Performed data quality assessments using data processing techniques including data gathering, validation,modeling, visualization, and applying engineering principles• Created Excel templates with VBA and developed Python scripts to perform data manipulations• Maintained effective communication with clients to provide risk reducing strategies to major chemical and petroleum facilities that successfully meet client project scopes and timeline Show less

Evaluated Long Lake SAGD Facility Produced Water De-Oiling system.

Researched and developed hydrogen isotope technology.