Compliance Document Automation:

Designed and implemented a multithreaded Spring Batch pipeline processing ~200 regulatory compliance cases per week. Integrated document discovery APIs and AI-based OCR structuring to eliminate manual investigation workflows, reducing case preparation time by ~5 hours per case. Implemented configurable thread pools to increase throughput and improve batch job completion time as case volume scaled.

AI-Driven Case Narrative Generation:

Contributed to the design and implementation of an automated SAR case creation pipeline integrating BigQuery fraud cluster data, SCM services, and Cosmos AI. Built the BigQuery integration layer and LLM-based narrative generation logic to automatically produce structured case summaries at case creation, reducing ~3 hours of analyst effort per case and improving narrative consistency.

Secure Data Hashing Service:

Architected an asynchronous Oracle-backed service for HMAC SHA-256 hashing and encrypted case summary generation to securely mask sensitive financial data. Implemented retry logic for transient failures while preventing reprocessing of validation errors to ensure secure, reliable, and idempotent processing.

Event-Driven Case Linking:

Designed a Spring Batch + AMQ event-driven workflow to replace manual dropzone-based processing. Enabled automated linking of up to 999 records per case and improved data integrity during the Galaxi platform migration.

Testing & Production Reliability:

Built a WireMock-based auto-stubbing framework to simulate downstream APIs for integration testing. Wrote unit tests (TestNG) and functional tests (Mako) for compliance-critical services, and participated in live support rotations to diagnose and resolve batch and API integration issues in production.

• Led a group of members in review sessions to help undergraduate peers in their studies, and collaborated with other members to create materials such as websites and course advisories for the use of other students.

• Developed software to automate the conversion of user text input to a graphical ”Etch-a-sketch”

image by modeling words as a set of coordinates

• Mentored new fraternity members to provide guidance, motivation, and support for career

development and professional success

• Implemented a dashboard to help consolidate various databases' information in one place and accelerate the process for law enforcement officers to retrieve financial records

• Utilized AG-Grid to perform various sorting and filtering on datasets, and helped develop an algorithm to calculate and display the average time for data collection

Developed innovative image analysis algorithm for use in microfluidics to detect particles in images taken by a high-resolution camera, assembled circuits pertaining to microcontroller units for company use, and collaborated with the company Engineering Team to develop circuit boards for use in Internet of Things technology.