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Uma mahesh
Mid-level AI Software Engineer specializing in Generative AI and healthcare automation
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Backend/AI engineer with 5+ years spanning ServiceNow, Cognizant, and GE Healthcare, where they built agentic AI and RAG systems for safety-critical medical device workflows. Particularly compelling for teams needing production LLM systems in regulated environments: they combine cloud deployment and evaluation rigor with HIPAA-aware privacy controls, explainability, and measurable business impact.
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Key Strengths
- Built production AI systems in regulated healthcare environments
- Reduced defect investigation cycle time by 31% with an intelligent RCA engine
- Improved developer productivity by 27% via AI-driven code review and debugging workflows
- Strong healthcare compliance mindset across HIPAA and IEC 62304 constraints
- Designed privacy-preserving LLM pipelines with PII scrubbing middleware
- Implemented explainable AI traceability with document and log-level attribution mapping
- Hands-on cloud deployment experience with containerized services on AWS EKS
- Pragmatic post-deployment optimization of agent loops to reduce token cost while maintaining accuracy
- Strong stakeholder discovery and process-mapping skills
- Delivered automation that eliminated manual data entry for 70% of a banking onboarding process
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