Siva Balineni
The best customer experiences are built on reliable platforms, empowered engineering teams, and operational excellence.
Over the past 15+ years, I've led IT service management, platform engineering, cloud modernization, and AI-enabled operational transformation across customer-facing SaaS platforms supporting millions of users worldwide. Partnering across Product, Engineering, Security, and Cloud Infrastructure, I build scalable operational capabilities that improve software delivery, strengthen platform reliability, accelerate incident response, increase developer productivity, and deliver exceptional customer experiences through automation, analytics, and cross-functional execution.
Platform Engineering, AI Operations, and IT Service Management leader with 15+ years of experience building scalable operational capabilities that enable engineering organizations to deliver secure, reliable, and customer-centric digital products at enterprise scale. Proven track record leading cloud modernization, engineering productivity, platform reliability, and AI-enabled operational transformation across enterprise cloud platforms supporting millions of users worldwide.
Experienced partnering with Product, Engineering, Security, Cloud Infrastructure, and Executive Leadership to improve software delivery, operational excellence, and customer outcomes through automation, governance, analytics, and cross-functional execution. Successfully evaluated and operationalized frontier AI models—including Anthropic Claude, OpenAI GPT, and Google Gemini—selecting the appropriate model based on reasoning quality, context, latency, cost, and operational use case. Designed and operationalized AI-powered engineering products that improved engineering decision-making, accelerated incident response, and enabled teams to deliver more reliable customer experiences.
Core expertise includes Platform Engineering, IT Service Management (ITSM) & Major Incident Response, AI Operations, Engineering Productivity, Cloud Platforms (AWS, Azure, OCI), DevOps, CI/CD Automation, Site Reliability Engineering, Operational Excellence, and Enterprise Transformation.
Areas of Impact
Engineering Operations
Platform & Cloud
AI & Operational Excellence
Analytics & Strategy
Impact at Scale
AI Operations
- Designed and operationalized AI-assisted incident response workflows using Large Language Models (LLMs)
- Automated root cause analysis, incident timelines, and post-incident action tracking
- Accelerated incident investigations by reducing manual analysis and improving engineering response efficiency
- Established AI-powered operational practices that improved knowledge sharing and engineering productivity
Engineering Productivity
- Automated governance across 3,800+ GitHub repositories through enterprise CI/CD workflows
- Built self-service engineering automation integrated with GitHub, ServiceNow, Slack, and Microsoft Teams
- Eliminated repetitive manual engineering tasks through workflow automation and standardized operational processes
- Improved developer onboarding, governance consistency, and engineering efficiency at enterprise scale
Platform Operations
- Supported mission-critical SaaS platforms across AWS, Azure, and Oracle Cloud Infrastructure
- Improved deployment reliability through operational readiness, release governance, and change automation
- Strengthened production stability supporting millions of students, educators, and enterprise users
- Partnered with Engineering teams to improve platform scalability, operational resilience, and release confidence
Governance & Security
- Led enterprise SOC2 and SOX governance initiatives across engineering organizations
- Automated CI/CD compliance evidence generation reducing manual audit effort
- Standardized engineering controls improving deployment quality and governance consistency
- Partnered with Security and Engineering teams to embed compliance directly into developer workflows
Let's Connect
Open to opportunities in AI Platform Operations, Technical Product Management, and Engineering Strategy.