Computer software design; Developing computer software; Computer software development; Testing of computer software; Computer software consultancy; Laboratory services for biomanufacturing peptides, peptide-drug conjugates, protein-ligand complexes, peptide-gene complexes, peptide-nanoparticle complexes, peptide-diagnostic conjugates, peptide-theranostic conjugates, peptide-radiopharmaceutical conjugates, and associated compositions for nucleic acid, protein, small molecule, and other delivery modalities, including lipid and non-lipid nanoparticle formulations for targeted drug delivery, and polymer-peptide conjugates for nucleic acid delivery; Software as a service (SAAS) services featuring software for for artificial intelligence-based de novo peptide design, protein-ligand binding prediction, and computational drug discovery; Artificial intelligence as a service (AIAAS) services featuring software using artificial intelligence for developing data science models; Artificial intelligence as a service (AIAAS) services featuring software using artificial intelligence (AI) for for peptide sequence generation, binding free energy prediction, receptor pocket analysis, and therapeutic peptide optimization in the field of computational biology and drug discovery; Biological research; Research in the field of chemistry; Physics research in the field of molecular biophysics, protein-ligand binding thermodynamics, and computational structural biology