building better portfolios

Orchestrating dynamic scheduling and capacity management for Google’s flagship AI prodcuts, including Gemini, DeepMind, Waymo, Ads and YouTube.

• Built a Google wide adopted eval framework for analyzing LLM accuracy

• Designed and implemented an automated chip allocation system, reducing capacity provisioning time from several days to under 5 minutes.

• Spearheaded the GQM Debugging Agent, enhancing customer satisfaction through self-resolution of scheduling conflicts.

• Implemented critical observability and failure detection for the Workload Management Service managing 1.5M resources and Quota Management Service (700k+ owned capacity units), ensuring system resilience for Google's largest AI workloads.

• Supported the development of our service’s response to power capping events in datacenters

YouTube Core Reliability

Shorts Reliability

• Instrumented 17 error logs with context to track Android Shorts watch failures

• Triaged and fixed top-impacting issues, improving global Shorts Watch Time by X%

Client Error Logging

• Identified logging inconsistencies across YouTube clients

• Led standardization effort (adopted by 16 teams) for uniform metadata

• Mapped errors to UX flows, improving triage speed

• Reclassified error severities, reducing metric noise by 75%

• Added real-time signals for YT Music & YTTV, detecting 5 Major to Huge outages over 4 months

• Enabled pre-prod error detection to block regressions before launch

Stuck RPC Monitoring

• Built metric to track stuck unary/streaming RPCs

• Created dashboards, alerting, and mitigation playbook for OnCall teams

Monitoring Consoles Migration

• Migrated observability from legacy internal tool to a new platform

Load Balancer CPU Optimization

• Increased CPU limits on YT’s frontend load balancers, saving ~2 SWE/year

Degradation Monitoring

• Added monitoring for optional dependencies returning degraded yet successful responses

• Focused on revenue and UX-critical paths in YouTube’s frontend service

Worked on a Service that connects Medial Donors to Patients in need of monetary assistance for their medical bills. We do this by providing donors accurate Public Electronic Health Records (EHRs) from Hospitals available through EPIC Systems

• Fostered an inclusive community among 2200 residents, maximizing positive resident interactions

• Mediated and provided conflict resolution in a professional and timely manner