Developed enterprise AI assistants and agentic workflows for querying industrial documentation, including flowcharts, engineering diagrams, tables, and technical specifications.

Developed a document intelligence solution for enterprise compliance and regulatory documentation.

Automated Document Redaction

• Developed AI-assisted document anonymization and knowledge extraction workflows for sensitive business documents.
  • Implemented human-in-the-loop feedback mechanisms to continuously improve entity detection quality.
  • Developed semantic matching workflows to identify and generalize similar sensitive information beyond keyword-based approaches.
  • Built automated XML-based replacement pipelines for Office document anonymization.
  • Orchestrated microservices to automate document processing and redaction workflows.

Ominous Bank Behaviour Detection

• Developed machine learning solutions for suspicious behaviour detection and complaint handling processes.
  • Implemented automated data labeling and NLP preprocessing workflows.
  • Developed data balancing and augmentation pipelines for imbalanced datasets.
  • Built forecasting and machine learning pipelines on Databricks.
  • Evaluated, visualized, and presented results to business stakeholders.

NLP Training & Internal Enablement

• Delivered NLP training sessions within PwC Data Science Academy.
• Communicated AI and NLP concepts to technical and non-technical audiences.
• Developed educational materials and practical examples for internal capability building.