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Portrait of Rohan Sabale

Dentistry x MBA x AI Healthcare

Dr Rohan Sabale

AI Healthcare Product Strategist

I build and evaluate LLM-based healthcare systems, patient engagement workflows, and analytics products that connect clinical context with measurable business outcomes.

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Profile

Bridging clinical context, product strategy, and AI systems for healthcare teams.

With a background in dentistry and an MBA in Technology Management, I focus on AI-native healthcare workflows, LLM reliability, analytics products, and patient engagement systems for hospital and clinical settings.

Experience

Product work across AI systems, digital health, and clinical operations.

Dec 2025 - Feb 2026 Tulu Health

Product Management Intern - AI Systems & Digital Health Strategy

Designed an AI evaluation framework using real patient data, built LLM-as-a-judge pipelines, mapped end-to-end patient journeys, and developed WhatsApp-based engagement workflows for hospital appointment booking, reminders, and retention.

  • Improved reliability of LLM-driven healthcare workflows.
  • Created observability layers for deployed AI systems.
  • Contributed to US dental GTM segmentation and positioning.
Apr 2025 - Jun 2025 Prodoc.ai

Product Management Intern - AI & Healthcare Analytics

Built AI-driven analytics dashboards for hospitals, designed agentic AI workflows, and led FHIR interoperability implementation to standardize exchange across hospitals.

  • Tracked patient engagement, conversion funnels, and KPIs.
  • Unlocked a Rs 2 Cr revenue opportunity through CXO insights.
  • Translated AI capabilities into deployable healthcare solutions.
Jun 2021 - Aug 2023 Smile Pls Pvt Ltd

Strategic Advisor / Clinician

Identified growth opportunities, optimized clinic operations, negotiated supplier alliances, and built follow-up protocols that increased visits, retention, and revenue growth.

  • Analyzed closed clinics and catchment areas worth Rs 8L/month.
  • Reduced wait times by 30 minutes through workflow redesign.
  • Improved retention and satisfaction, driving 25% YoY growth.
May 2020 - May 2021 Bhatt Dental Clinic

General Dentist

Completed surgeries and consultations while streamlining clinical workflows, building follow-up protocols, and improving patient management systems.

Selected Projects

Applied analytics, AI, and strategy work with clinical context.

01

Sleep Disorder Prediction

Built machine learning models using logistic regression, SVM, random forest, and 96% accuracy XGBoost.

02

Alzheimer's Disease Prognosis Analysis

Identified age as a significant prognostic factor through hypothesis testing and structured analysis.

03

Dental Tourism Strategy

Analyzed 10 countries and developed five strategies to attract cost-conscious patients.

04

Cipla Analysis

Improved demand forecasting for Seroflo and Foracort using GMDH Streamline.

Capabilities

A product toolkit shaped by healthcare delivery.

AI & Product

  • LLM evaluation and observability
  • Prompt engineering and context design
  • Agentic AI strategy
  • AI product strategy

Healthcare & Strategy

  • Patient journey mapping
  • Digital health workflows
  • Hospital operations
  • FHIR interoperability

Analytics & Tools

  • SQL, Python, and data analysis
  • Looker and Power BI dashboards
  • Excel, Claude, Lovable, Cursor

Education

Clinical foundation. Technology management lens.

MBA - Technology Management
T. A. Pai Management Institute, 2024 - 2026
B.D.S
Pravara Medical College, 2012 - 2018

Recognition

  • Dean's Merit List Scholar with Rs 3.5 lakh academic excellence scholarship.
  • Founding member of Product Management Club at TAPMI.
  • Secured 1st place in an inter-school group dance competition.
  • Proposed AR/VR enhancements for in-store customer experience at Samsung Edge.

Contact

Open to product, AI healthcare, and digital health conversations.

sablerohan1@gmail.com linkedin.com/in/dr-rohan-sabale-456100102