Episode Summary:

In this episode of Automate or Die Trying, host Wil Ramos sits down with Sunil Sharma, CTO and CEO at a stealth-mode AI MedTech startup focused on XR and data science. Sunil shares his journey from leading data science and platform engineering at companies like Thermo Fisher Scientific and ADP to building systems that scale, innovate, and save lives.

The conversation dives into how his team is transforming the “golden hour” into “golden minutes” for trauma victims, enabling first responders, even non-medical personnel to triage patients effectively in high-stakes environments. Sunil discusses predictive models, XR-enabled glasses that monitor vitals remotely, and hybrid AI systems designed for safety, speed, and accuracy. He also reflects on lessons learned scaling enterprise systems, implementing agile transformations, and building high-quality, actionable AI data pipelines.

Finally, Sunil shares practical advice for leaders developing AI-driven medical solutions, emphasizing collaboration, context-aware AI, and rigorous testing to ensure life-saving impact.

Key Takeaways:

• How AI and XR compress the “golden hour” in trauma care
• Designing AI systems for high-stakes environments with robust fail-safes
• Scaling enterprise-grade systems for speed, precision, and reliability
• Ensuring data quality and context-awareness in hybrid AI models
• Lessons from leading innovation labs and accelerating product development cycles
• The role of humans in AI-assisted decision-making and emergency triage

“Technology can save lives, but it works best when humans remain in the loop. The right AI, in the right hands, can turn minutes into miracles.”

Connect with Sunil Sharma:

• LinkedIn: linkedin.com/in/sunil-sharma-leader

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