Designed and owned a foundational automation service for AI-assisted build triage, introducing staged execution and safety controls to enable trust in automated decision-making in production.

Reduced operational on-call load by ~40% across multiple rotations by replacing manual workflows with guarded, fault-tolerant automation.

Architected a high-performance caching and artifact distribution layer using persistent disk-backed “Golden Images,” enabling sub-hour build cycles for 10+ teams on 500GB+ builds.

Built core infrastructure intended for reuse as a generalized agent and automation framework, coordinating implementation across a multi-engineer pod.

Partnered cross-org to design and ship a compatibility layer bridging legacy build targets with modern APIs, driving org-wide adoption.

Implemented an org-wide feature flagging and staged rollout system to support safe deployments of shared infrastructure.

Led adoption of Temporal to replace synchronous, latency-sensitive RPC workflows that degraded under load.

Designed durable, asynchronous execution models to improve correctness, eliminate long polling, and tolerate partial failure.

Served as the team’s workflow orchestration owner, establishing patterns, abstractions, and onboarding paths once core infrastructure was in place.

Improved scalability and reliability of health-check infrastructure by implementing parallel execution and caching, supporting a 37% increase in request volume.

Built a schema enforcement and payload validation service for customer-facing APIs, improving data integrity and reducing downstream operational overhead by 47%.

Optimized Kafka consumption patterns and cluster sizing, reducing operational costs by 36% while maintaining throughput guarantees.

● Increased impressions by over 70% and click-through rate by 7% for business messaging by redesigning the matching algorithm

to improve relevance and engagement.

● Led the design and implementation of business messaging integration with Apple Business Chat, driving over 100k monthly

sessions and 3 million monthly impressions by streamlining user interactions.

● Integrated business messaging into Google’s immersive product, resulting in a 10% increase in monthly sessions.

● Extended business messaging support to desktop browsers, generating 3 million new monthly impressions.

● Redesigned inline policies, improving data integrity and reducing policy time creation.

● Developed an on-prem certification feature to scan, validate, and process certification chains based on kmip host and port.

● Integrated the Looker API into the existing Netskope product suite through a redesign of the existing backend APIs.

● Worked extensively with MySQL by designing table schemas, writing migration scripts, and debugging production issues.

● Increased visibility into user data and improved load times by adding a caching mechanism to Netskope’s reports and analytics

features