Data Analyst & Data Scientist—Incident Report Classification and NLP Data Labeling
TextClassification
Led development of NLP and risk analytics solutions to classify incident root causes and score site and contractor risk. Applied predictive modeling and statistical techniques to support audit prioritization and compliance readiness. Managed pipelines for generating labeled datasets for model training and evaluation.
• Labeled and classified incident reports using natural language processing techniques.
• Developed and validated training datasets for workforce safety applications.
• Collaborated with cross-functional teams to ensure label consistency and data quality.
• Supported automation of incident report annotation and compliance scoring workflows.
Led development of NLP and risk analytics solutions to classify incident root causes and score site and contractor risk. Applied predictive modeling and statistical techniques to support audit prioritization and compliance readiness. Managed pipelines for generating labeled datasets for model training and evaluation. • Labeled and classified incident reports using natural language processing techniques. • Developed and validated training datasets for workforce safety applications. • Collaborated with cross-functional teams to ensure label consistency and data quality. • Supported automation of incident report annotation and compliance scoring workflows.
2023 - Present