A protein binder design skill for Claude Science based on the published Anthropic binder study workflow. Mix and match dozens of tools with budget and compute flexibility
Infrastructure deployment automation of SageMaker HyperPod clusters based on EKS and SLURM orchestration and Protein Language ESM-2 model training job definitions including NVIDIA BioNemo
Benchmarking NVIDIA BioNeMo & NIM (DiffDock) inference scaling vs local CPU compute for structure-based drug discovery.
Interactive reference for the NVIDIA BioNeMo Agent Toolkit: all 31 skills with real endpoints, parameters, and documented failure modes.
Aligning multi-hybrid foundation models for genome generation with domain adaptation to human genetics
A Model Context Protocol (MCP) server that exposes NVIDIA BioNeMo NIMs (RFdiffusion, ProteinMPNN, Boltz-2) as typed tools for any MCP client. Runs on a simulator by default; one env var switches to the real NIMs.
An AI-powered drug analog ideation pipeline leveraging NVIDIA BioNeMo (MolMIM), Llama 3.3 70B (NVIDIA NIM), and RDKit to generate, filter, and rank optimized molecular candidates from lead compounds with automated toxicity and property validation.
Fine-tuning pipeline for NVIDIA BioNeMo Evo2 1B on genomics sequences, including preprocessing, training, inference, embeddings, and evaluation.
Literature-informed protein binder design: an agent that orchestrates NVIDIA BioNeMo NIMs (RFdiffusion, ProteinMPNN, Boltz-2) into a ranked, cited report. Runs on a simulator by default; one flag switches to the real NIMs.
HelixScale is a technical implementation of the LifeSciences Reference Architecture, designed to demonstrate Hybrid HPC AI pipelines.
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