Production-grade computational biology — NGS pipelines (FASTQ→BAM→VCF), single-cell/spatial transcriptomics, differential expression, variant calling, multi-omics integration; Snakemake/Nextflow workflows, Bioconductor statistical rigor, reproducible containerized environments...
Digital health system design — EHR integration, FHIR interoperability, clinical decision support, health data architecture, regulatory compliance (HIPAA/FDA), AI in healthcare (2026)
Clinical trial operations — GCP compliance, protocol design, site management, patient recruitment, safety reporting, decentralized trials, data integrity (2026)
Clinical AI system design — safety-first architecture, multi-agent clinical reasoning, evidence stratification, uncertainty communication, HIPAA/FDA compliance, MR-Bench evaluation (2026)
Differential diagnosis generator + SOAP note writer from transcripts/notes — ICD-10/CPT coding, diagnostic workup, HIPAA-compliant (2026)
