Independent Scientific & Medical Affairs Consultant (AI-assisted scientific reasoning advisory)
Provided advisory services to global pharma and biotech clients on medical strategy and evidence evaluation, including AI-assisted scientific reasoning and analysis. Developed and advised on internal LLM scientific reasoning work for Outlier AI. Focused on generating structured outputs from scientific/clinical context for decision support.• Advising clients on evidence evaluation and clinical ecosystem dynamics for Immunology/Oncology• Providing medical strategy and evidence-generation advisory for early-stage biotech• Developing internal MSL training modules that may include AI-enabled reasoning workflows• Analyzing and optimizing large language model AI scientific reasoning for Outlier AI