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shelly tomar
Mid-level Founding Engineer specializing in agentic AI for healthcare
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About
Founding engineer at Grosha who built and operated the backend from scratch, helping scale the product to 65+ countries in a fast-moving startup environment. Also brings healthcare AI experience from United Health Group, where they built backend pipelines for ambient AI scribing using transcription APIs and LLM orchestration with custom validation layers for clinical reliability.
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Key Strengths
- Founding engineer who owned backend systems end-to-end from design to launch and operations
- Scaled production backend infrastructure to 65+ countries
- Strong early-stage execution with minimal specs and rapid iteration
- Performance optimization through API efficiency, caching, and database indexing
- Reliability-focused engineering in high-stakes healthcare environments
- Built AI-powered backend workflows for ambient clinical scribing
- Practical vendor-plus-custom approach to LLM systems with validation and fallback safeguards
- Established foundational engineering culture and standards
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