Projects using Python in PrincetonProjects using Python in Princeton
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Cover image for AI Patient Communication System for Oral Surgery Practice Pr...
AI Patient Communication System for Oral Surgery Practice Problem: Oral surgery practice struggled with patient communication inefficiencies. Patients had questions about procedures, recovery protocols, pre-op instructions, and insurance coverage but couldn't get timely answers. Front desk staff spent 15+ hours weekly answering repetitive questions via phone, taking time away from scheduling and practice operations. Missed calls led to patient frustration and appointment cancellations. Results: - Practice reduced front desk call volume by 40%, freeing up 6+ hours weekly for higher-value tasks. - AI system handled 200+ patient inquiries in first month with 95% resolution rate (no human handoff needed). - Appointment no-show rate decreased 15% - System paid for itself in 2 months through reduced administrative overhead.
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Cover image for Skincare Brand Launch: 25+ Clinical Trials, 4,200+ Participa...
Skincare Brand Launch: 25+ Clinical Trials, 4,200+ Participants Led product development for METHODIQ, a prescription and OTC-grade acne skincare brand using AI-created molecules. Managed the complete launch from clinical validation to market-ready products. The Challenge: Launch a new skincare brand in a crowded market with credibility and differentiation. Needed to prove efficacy through clinical trials, develop a product line that actually works, and create a diagnostic system that matches patients to the right treatments. Results: - 25+ successful clinical trials proving product efficacy - 4,200+ trial participants providing real-world validation - 25% increase in customer NPS through better product matching - Multiple products launched from concept to market - Created scalable system for ongoing product development
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