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Sandeep Bharadwaj Mannapur

Sandeep Bharadwaj Mannapur
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https://www.linkedin.com/in/smb1937/

Member for

4 months 1 week

Sandeep is a Lead AI/ML and Platform Engineer with 15+ years of experience across data engineering, scalable data platforms, and production AI systems. He has built and operated large-scale enterprise platforms supporting data analytics, machine learning, and GenAI workloads. His work focuses on AI platform engineering, MLOps, performance engineering, and the reliability challenges of deploying non-deterministic AI systems in production.

Company
ServiceNow
Job Function
Development
Industry
Computer Software - SaaS
Interests
Agile
Architecture
Artificial Intelligence/Machine Learning (AI/ML)
CI/CD and Containerization
Cloud
Leadership
Measurement & Metrics
Monitoring/SRE
Open Source
Performance Testing
Software Development
Country
United States
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Sandeep Bharadwaj Mannapur

Sandeep is a Lead AI/ML and Platform Engineer with deep experience in performance engineering and large-scale data platforms. He focuses on operational reliability, inference performance, and system-level tradeoffs when deploying AI-driven systems at enterprise scale.

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team planning session with AI written on a computer screen Performance Engineering Agentic AI: From Load Curves to Latency Budgets

Traditional performance playbooks fail when applied to agentic AI. Learn why teams must move beyond simple load curves to embrace multi-dimensional latency (TTFT, ITL), latency budgets for variable execution, and the optimization of the "application envelope" surrounding the black-box model.