Established the subagent as a shared platform capability adopted by 3 internal services, supporting Beta, Gamma, and Production environments with execution isolation and standardized contracts.

Designed agent interfaces and artifact schemas enabling safe downstream consumption by EBA and DBMod, achieving ~96% validated output acceptance across 100+ recurring production runs weekly.

Built the EBA operational dashboard from scratch, centralizing agent execution status and artifacts, and saving ~7–8 hours per on-call week by eliminating manual cross-account inspection.

Led early-stage design and POC work for a P0 Pipeline Transformation, owning a pipeline-centric architecture and driving complex execution trade-offs across build, deploy, and agent-based workflows.

Integrated data processing, model training, and optimization workflows to enable repeatable model iteration across markets including Mexico, Egypt, and Brazil.

Packaged and deployed the modeling pipelines via the internal data platform, using serialization and shell-based execution to support automated execution and reuse.

Developed Java-based backend modules for New Energy Metering (NEM), improving billing accuracy and contributing to a 12% increase in revenue.

Developed and deployed Python-based machine learning models and core business APIs to support billing validation, operational forecasting, and daily utility billing workflows, reducing manual reporting effort by ~10 hours per week.