Luba G.
Scientific & Medical Communications
Experience
Jan 2024 - Present
2 yearsUnited States
Scientific & Medical Communications
Independent Consultant
- Clients: Solventum (formerly 3M Health), BioMarin, Bayer, Merck, Haleon, Lindus Health
- Evaluate and refine AI-assisted biological and medical models to ensure scientific accuracy, data integrity, and compliance
- Develop structured rubrics to assess model performance, including accuracy, factual recall, and bias in biomedical outputs
- Collaborate with AI and data science teams to test algorithms interpreting molecular, genetic, and clinical datasets
- Translate complex biological data into structured, machine-readable formats for AI training and validation
- Contribute to metadata and dataset design supporting GenAI model optimization across oncology, cardiovascular, and rare disease domains
Jan 2022 - Dec 2024
3 yearsPearl River, United States
Clinical Scientist Communications Lead, Vaccines
Pfizer
- Authored and reviewed scientific and regulatory documentation supporting global vaccine submissions and communications
- Collaborated with clinical, data, and regulatory teams to ensure accuracy, clarity, and consistency across technical deliverables
- Synthesized biological and clinical data into structured, compliant narratives for cross-functional and AI-assisted workflows
Jan 2019 - Dec 2022
4 yearsRahway, United States
Associate Director, Global Scientific Content / Medical Affairs Oncology
Merck
- Directed development of global medical and regulatory content across oncology programs, ensuring data-driven scientific accuracy
- Partnered with product, regulatory, and data science teams to standardize terminology, messaging, and structured content systems
- Oversaw content quality review processes supporting both human and AI-based evaluation of scientific datasets
Jan 2015 - Dec 2019
5 yearsNew York, United States
Editorial Services Director
Springer Healthcare
- Led editorial and scientific review for digital medical education and communications projects across multiple therapeutic areas
- Ensured content met scientific accuracy, logic, and compliance standards for academic and industry clients
- Supervised editors and medical writers producing AI-compatible and data-structured materials for publication and e-learning
Jan 2010 - Dec 2014
5 yearsNew York, United States
Program Editor, Medical Content/Clinical Medicine
Oxford University Press
- Managed end-to-end editorial development of medical journals and reference content for global audiences
- Evaluated scientific manuscripts for clarity, accuracy, and data integrity, collaborating closely with researchers and clinicians
- Applied structured editorial frameworks improving readability and precision in peer-reviewed biomedical publications
Medical Writer/Editor
Continuing Medical Education (Medscape; CME LLC)
- Developed and edited continuing medical education materials spanning internal medicine, immunology, and oncology
- Conducted literature reviews and fact-checking to ensure accuracy and balance in accredited CME content
- Simplified complex biological mechanisms into accessible educational formats for clinician audiences
Summary
Biology-trained scientist and AI content strategist with over 10 years of experience analyzing, developing, and evaluating data-driven biomedical content and workflows.
Strong foundation in developmental and molecular biology combined with hands-on experience testing and refining AI and LLM models applied to biological and medical data.
Skilled in assessing model accuracy, factual consistency, and reliability within regulated and scientific contexts.
Experienced collaborator working cross-functionally with data scientists, engineers, and researchers to optimize AI performance for real-world applications.
Languages
English
NativeEducation
SUNY New Paltz
B.S. · Cell & Molecular Biology · United States
Albert Einstein College of Medicine
M.S. · Developmental & Molecular Biology · United States
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