Teams at Vivodyne

Design and implement scalable bioinformatics methods and production-grade pipelines for scRNA-seq, bulk RNA-seq, secretomics, and proteomics. Integrate multi-omic datasets, benchmark tools, partner with engineers to productionize workflows, and deliver rigorous biological interpretation, reports, and partner-facing deliverables.

Support large-scale human tissue culture workflows and automated platform operations: maintain primary cell cultures, perform 3D tissue seeding and molecular/cellular assays (ELISA, flow cytometry, staining, imaging), operate and troubleshoot automated/robotic workflows, document experiments in ELNs, and collaborate across bioengineering, robotics, and software teams to optimize scalable, reproducible assays.

Lead development and deployment of large-scale generative and multimodal ML models (Transformers, Diffusion) for high-throughput biomedical imaging and multi-omics. Build petabyte-scale MLOps pipelines on cloud/HPC, collaborate with biologists and engineers, ensure scientific rigor, mentor teammates, and deliver production-ready, scalable AI solutions that drive therapeutic discovery.