AI Strategy & Tool-Building
From strategy to working software. I design and build clinical tools, board-exam and clinical-practice applications, and workflow software that puts AI to work in real settings.
Tharanee Consulting, LLC
Physician-scientist advisory and AI tool-building for teams facing complex clinical, scientific, and operational questions. I turn evidence into clear decisions and build the tools that help deliver them.
What I do
A focused set of engagements, each grounded in clinical training, research rigor, and hands-on work building applied-AI tools.
From strategy to working software. I design and build clinical tools, board-exam and clinical-practice applications, and workflow software that puts AI to work in real settings.
On-demand physician-scientist judgment for biotech, healthcare, technology, non-profit, and government teams that need senior medical-scientific input.
Evidence synthesis and clinical landscape analysis across the biomedical sciences. I turn dense trial data into clear, decision-ready direction, including medical-necessity determinations and prior-authorization rationale.
Medical-affairs support and scientific communication for clinical, regulatory, payer, and commercial audiences. I also develop evidence-grounded denial appeals and advise on engagement with clinical and scientific experts.
How I work
Recommendations trace back to data and clinical reality, not trends. Scientific accuracy and objectivity are non-negotiable.
I bridge science, medicine, and engineering so decisions hold up across all three: from the literature to the bedside to the model.
You work directly with me. Strategy is paired with the practical know-how to build the tools and content that carry it out.

About
I’m a physician-scientist working at the intersection of clinical medicine, neuroscience, and applied AI. My clinical and research depth spans epilepsy, multiple sclerosis, schizophrenia, bipolar disorder, SMA, depression, pain, and addiction. I turn dense clinical evidence into clear, defensible decisions.
My career spans medical affairs, scientific communication, grant strategy, and clinical coverage work, from medical-necessity determinations and prior authorizations to denial claims and appeals, across neurology, psychiatry, and oncology/hematology.
Increasingly, my work centers on applied AI. I design and build software applications, machine learning algorithms, clinical decision-support tools, and board-exam preparation tools that streamline scientific and clinical workflows without sacrificing rigor.
My consulting is built for teams across biotech, healthcare, clinical practice, non-profits, and government that need senior medical-scientific judgment, with a partner who can also build the AI tools that put it to work.
Contact
If you’re navigating a hard question at the edge of medicine, science, and AI, I’d be glad to hear about it.
[email protected]