Data Governance (Enterprise)

Full-Stack Developer working on the Revenue Cycle Management (RCM) platform at Commure - a company developing software to simplify provider and patient workflows (formerly Athelas).

Worked as a part of the laser topology team responsible for scheduling laser links between satellites

• Developed python-based observability tool to visualize and analyze the discrepancies between predicted and actual laser mesh topologies across ~6000 satellites, addressing a critical gap in network insights.

• Utilized multiprocessing/multithreading packages to optimize visual tool performance and reduced runtime by 600% allowing for faster evaluation of how laser topology and routing decisions impact user experience and network performance.

• Added essential observability metrics to monitor network, satellite, and laser terminal states in real-time against predicted topologies.

Designed and implemented an API service to query, correlate and return historical health metrics and log data back to the end user within a specified time interval for Cisco's Intersight cloud monitoring (observability) platform.

DoriAI is a digital platform which uses machine learning frameworks to train AI models in the industry.

• Created a React dashboard application to load files from a file server or S3 bucket and run

inference on the selected image/video and view the resulting annotated image or video

• Trained and benchmarked object detection models using the DoriAI platform

• Performed human-in-the-loop analysis of model accuracy to extract poor performing inference results