Archive

Projects & explorations

A selected set of tools, systems, and technical areas I've worked on or continue to explore. Personal projects and professional work are labeled separately.

• Project

  In Silico Biolabs

  Founder-led testing and development of a computational biology platform built around licensed Sandia pathway-discovery technologies (RetSynth, Met2Saf) for drug discovery, specialty chemicals, and industrial biotechnology.

  Computational biologyRetSynthMet2SafPathway synthesisProductizationLicensingCheminformaticsStartup
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• Project

  PBPK modeling

  Scientific modeling work in physiologically-based pharmacokinetics (PBPK) for intravenously delivered nanoparticle drugs: model structure design, distribution equations, parameter estimation, sensitivity analysis, and validation.

  PBPKNanoparticlesPharmacokineticsBiodistributionRegulatory sciencePharmacology
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• Professional work

  Professional AI platform work

  Architecture and engineering work on an internal AI-enabled platform involving public data ingestion, semantic matching, retrieval-augmented generation, drafting support, and workflow orchestration. Discussed here only at a general, conceptual level: no product-specific or proprietary details.

  AI systemsRAGContext managementSemantic matchingWorkflow orchestrationEvaluation
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• Project

  Applied engineering systems

  An ongoing area of notes and exploration around engineering fundamentals, modeling, optimization, process flows, constraints, and system-level technical reasoning. Current focus: building a cross-disciplinary view of optimization, from pharmacometrics to machine learning to quantum.

  engineering fundamentalsmodelingoptimizationmachine learningpharmacometricsquantum optimizationprocess systemsconstraintsfailure modes
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