Nishanth Prakash
Senior Member of Technical Staff
Nishanth has been working as a senior software engineer primarily working on Data Science and Machine learning. He brings in over 9+ years of work experience. Nishanth has a Masters degree in Computer Science from University of Arizona.
Recent Blogs
Introducing Private Endpoints in OCI Data Science: Enhanced Security ...
OCI Data Science is introducing private endpoints for model deployment. Previously, all inference endpoints were either public-facing or accessible through the internal Oracle network. Private endpoints ensure that all traffic remains within your virtual cloud network (VCN), eliminating exposure to the public internet.
Optimizing Machine Learning Deployments on OCI: Introducing ...
Efficiently deploying machine learning models in the cloud involves navigating challenges like resource management and balancing cost and performance. This is particularly crucial for models with fluctuating computational demands. The introduction of burstable VMs and autoscaling for data science model deployment in OCI addresses these challenges by providing flexible resource allocation.