Achieved accuracy and recall gains of over 80% compared to the existing system, resulting in significant reduction in manual review effort on misclassified records.

Structured training data collection pipeline and oversaw annotation process.

Responsible for end-to-end deployment, from analysis and feature engineering to testing, implementing a production-ready service for model training and prediction; visualizing and communicating results with a focus on reproducibility.

Developed multiple prediction-based web services for matching skills and job descriptions, used in components throughout the application and successfully deployed them to production.