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Manoj Bagul
Executive Engineering & AI Platform Leader in Enterprise SaaS
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About
Healthcare data platform builder with experience at Aetion delivering a rule-based EMR/EHR ingestion and validation framework that cut onboarding from 8–10 weeks to hours and unlocked $30M+ in revenue over ~3 years. Motivated to found an AI/agent-driven healthcare solution, with a specific interest in using PET scans, doctor notes, and treatment data with LLMs to help predict cancer progression and guide next-step treatments.
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Key Strengths
- Reduced EMR/EHR data ingestion time from 8–10 weeks to a couple of hours by building a rule-based ingestion and validation platform
- Generated $30M+ revenue over ~36–40 months by enabling customers to ingest clinical data
- Deep understanding of compliance/security needs in healthcare data platforms (tenant isolation across infra/app/storage)
- Pragmatic MVP-first approach with rapid customer feedback loops and design-partner mindset
- Applies AI/LLMs to automate schema understanding and improve ETL pipelines
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