
In February 2025, Sujit Ukil developed a GKE Deployment Blueprint for NVIDIA NIM Services within the GoogleCloudPlatform/ai-on-gke repository, targeting generative virtual screening in drug discovery. He architected a reproducible infrastructure using Kubernetes and Infrastructure as Code principles, enabling automated provisioning and deployment of AlphaFold2, MolMIM, and DiffDock NIMs on Google Kubernetes Engine. The blueprint integrated end-to-end testing of generative virtual screening pipelines, supporting rapid prototyping and scalable experimentation. Sujit documented deployment and usage procedures in Markdown and YAML, ensuring clarity and repeatability. His work addressed reproducibility and scalability challenges in AI-driven drug discovery workflows using cloud-native tools.

February 2025: Delivered a GKE Deployment Blueprint for NVIDIA NIM Services enabling generative virtual screening, establishing a repeatable path to provision and deploy AI-driven drug discovery workflows on Google Kubernetes Engine. The blueprint includes cluster setup, configuration, and deployment of AlphaFold2, MolMIM, and DiffDock NIMs, with integrated testing of end-to-end generative virtual screening pipelines. This work enhances reproducibility, scalability, and time-to-value for NIM-based drug discovery experiments, paving the way for rapid prototyping in production environments.
February 2025: Delivered a GKE Deployment Blueprint for NVIDIA NIM Services enabling generative virtual screening, establishing a repeatable path to provision and deploy AI-driven drug discovery workflows on Google Kubernetes Engine. The blueprint includes cluster setup, configuration, and deployment of AlphaFold2, MolMIM, and DiffDock NIMs, with integrated testing of end-to-end generative virtual screening pipelines. This work enhances reproducibility, scalability, and time-to-value for NIM-based drug discovery experiments, paving the way for rapid prototyping in production environments.
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