Seattle, Washington, United States
· Set up scalable and repeatable cloud infrastructure using Terraform across multiple clouds.
· Deployed proxies for secure network communication with on prem infrastructure.
· Led organization-wide migration to Kubernetes to handle workflow and service orchestration.
· Deployed and operated Flyte with GPU support & cluster autoscaling on Azure Kubernetes Services and AWS Elastic Kubernetes Service.
· Implemented distributed ML training pipelines to finetune protein models.
· Implemented batch inference pipelines for models like ESM Cambrian, ESMFold, RFDiffusion, and ProteinMPNN.
· Set up scalable NGS pipelines to handle large scale sequencing runs.
· Architected event-driven workflows with AWS SNS, SQS, and Lambda.
· Developed Monte Carlo based computational biology software for optimizing genetic assembly.
· Developed and maintained multiple services and applications using FastAPI, Flask, React.JS, Pandas, Numpy, and BioPython.
· Helped with company wide rollout of Jupyter notebooks.
· Supported computational and laboratory scientists developing their own notebooks and Flyte workflows.
· Implemented data retrieval and upload workflows with LIMS system.