I am a professional pharmacist and biotechnologist specializing in chemical biology data curation and validation frameworks for AI-driven drug discovery pipelines. My expertise bridges the critical gap between computational machine learning models and rigorous wet-lab biochemical standards.
I focus on restructuring chemical and biological datasets to eliminate computational hallucinations, enforcing strict quality control parameters including automated structural valence auditing, cellular membrane permeability profiling (Lipinski's criteria), safety/PAINS screening, and dynamic cross-referencing with global PDB, ChEMBL, and PubChem repositories. Additionally, I hold specialized technical expertise in modeling bio-synergy, microbial fermentation, and bacterial quorum sensing mechanisms. My deliverable datasets ensure absolute scientific traceability, reproducibility, and total AI-readiness for translational pharmaceutical pipelines
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