Jun 2025 – Present · 1 yr · Hybrid

• Designed, built and deployed the End-to-End Internal Log Analysis Platform to standardize and accelerate log analysis for engineering and support workflows.
• The platform achieved peak performance of processing 1 Million log lines per second and reduced system response time by 98%.
• Converted a traditionally manual, expert-heavy troubleshooting process into a repeatable platform that improves consistency, speed, and report quality.
• Applied AI techniques to large-scale log analysis using Internal Enterprise APIs, enabling multi-stage analysis for UCS Servers, Intersight, and other Data Center Platforms.
• Designed and built early foundations for Log Analysis MCP server capabilities, aligning with the industry shift toward standardized AI-to-tool integration through Model Context Protocol. Agent-to-Agent and Agent-to-tool enabled 0 human intervention automation.
• Advanced the platform from single-agent analysis toward multi-agent investigation, where agents independently analyze evidence, challenge each other’s findings, and converge on higher-confidence root
• cause analysis.
• Established a practical path toward reducing log analysis time by 75%, with future expansion into other troubleshooting workflows.
• Demonstrated beyond one-off automation and creating a reusable domain data for agentic troubleshooting.
• Demonstrated completed ownership from design,development through deployment, measuring adoption, and targeting concrete efficiency gains for the AI systems.
• Shared learnings through talks and technical discussions on Log Analysis Platform, MCP, AI readiness, and end-to-end automation multi-agents.
• Helped raise team AI readiness by translating emerging AI concepts into practical, product-relevant engineering workflows.
• Built a foundation for domain-expert-guided AI systems, recognizing that the strongest differentiation comes from combining AI capability with deep domain expertise.

Apr 2025 – May 2025 · 1 mo · Hybrid

Aug 2023 – Mar 2025 · 1 yr 7 mos · Hybrid

Jan 2023 – Jun 2023 · 5 mos · Bengaluru, Karnataka, India · On-site