Janani Arunachalam

Master's

Information Technology (IT)

Mariner

DATA SCiENCE INTERN

• ● Responsible for implementing object detection model as microservice with another intern under supervision of VP of Data Science • ● Created labeling pipeline using Azure Blob Storage, Docker, model assisted labeling • ● Collaborated on creating data staging pipeline that reduced staging time by 50% with a team of four engineers • ● Deployed production model reduces unnecessary rejects made by previous vision system by ~80%, optimized inference time of 4k images to be less than one second, projected savings: ~1.5 million per quarter