The application streamlines medication reconciliation workflows for both patient admission and discharge. This platform synthesizes critical medication data from various Epic EHR sources, processes it through an AI model, and generates a comprehensive, reconciled "Gold Standard Output" document. The solution aims to enhance accuracy, reduce manual effort, and ensure seamless integration with existing hospital systems, ultimately improving patient safety and doctor efficiency.

This Lacrosse Shot Speed Tracking App is a iOS and Apple Watch integrated solution designed for athletes to monitor and enhance their lacrosse performance. It uses real-time motion data from the Apple Watch to calculate shot speed, analyze form, and provide performance insights through an intuitive mobile dashboard. With gesture-based controls, multi-shot tracking, and in-depth analytics, the app delivers personalized feedback and training optimization. Premium features and a subscription model make it a scalable product with strong monetization potential.

The primary objective of this project is to design and implement an event-driven backend system that automates the generation, validation, and delivery of healthcare-related EDI (Electronic Data Interchange) files, such as 834 (Eligibility and Enrollment), 837 (Claims), and 835 (Remittance Advice). These files are essential for secure, standardized, and compliant data exchange between healthcare providers, payers, and regulatory partners.

This system aims to:

• Ensure compliance with HIPAA and EDI X12 standards through rigorous validation (via Cotiviti).
• Enable seamless integration with external vendors like Avesis, Nations Benefits, and Reveleer through SFTP-based delivery mechanisms.
• Maintain operational transparency and traceability using real-time monitoring and logging via SigNoz.
• Support future scalability and workflow orchestration through modular design and integration with AWS services like SQS and Step Functions.