Ashwini Sreedhar

Developed Python-based REST API for seamless integration with Microsoft Azure Synapse Analytics.

Created secure, scalable endpoints for data operations using FastAPI.

Managed authentication, error handling, and logging to ensure robust API functionality.

Optimized queries and response times through efficient database interactions and pagination.

• - Spring Boot APIs for online banking.
• - Boosted app performance and test coverage.
• - Tech: Java, Spring Boot

• Implemented Decision Reapplication logic within RPA workflows to reuse prior risk decisions across recurring alerts, reducing manual review efforts by 30–40%.
• Automated identification and tagging of previously adjudicated AML/KYC scenarios using metadata matching and business rules to ensure consistent and auditable outcomes.
• Integrated decision reapplication with TARA and WorkFusion bots to streamline alert triaging and case closure processes, improving operational efficiency and compliance traceability.

• - Automated sales order flows using Workfusion.
• - Handled validation routines.

• - Text extraction from documents and ML classification.
• - Used XGBoost, Naive Bayes, SVM models.