
Marco Prem worked on the world-federation-of-advertisers/cross-media-measurement repository, building secure, scalable cloud infrastructure and data processing pipelines for cross-media analytics. He designed and implemented backend services and APIs using Kotlin, Java, and Protocol Buffers, focusing on secure computation workflows, event-driven processing, and robust state management. Marco automated deployments and configuration management with Terraform and Kubernetes, integrating Google Cloud services for storage, messaging, and secret management. His work included developing CI/CD pipelines, enhancing authentication and encryption, and improving observability. These efforts resulted in reliable, auditable workflows that support complex measurement tasks and enable rapid, secure delivery of analytics features.

Month: 2025-10 – Delivered core platform enhancements for cross-media measurement with a focus on data integrity, scalability, and observability. Implemented end-to-end requisition metadata workflows, enhanced data availability and impression metadata handling, and strengthened infrastructure and security. Achieved stability improvements in deployment tooling and expanded encryption key management to support Base64-encoded DEKs. These efforts collectively improve data processing reliability, accelerate requisition-driven analytics, and enable compliant, observable operations.
Month: 2025-10 – Delivered core platform enhancements for cross-media measurement with a focus on data integrity, scalability, and observability. Implemented end-to-end requisition metadata workflows, enhanced data availability and impression metadata handling, and strengthened infrastructure and security. Achieved stability improvements in deployment tooling and expanded encryption key management to support Base64-encoded DEKs. These efforts collectively improve data processing reliability, accelerate requisition-driven analytics, and enable compliant, observable operations.
September 2025 performance summary for world-federation-of-advertisers/cross-media-measurement. Delivered foundational improvements across configuration management, data reliability, and secure deployment, enabling faster delivery cycles and more dependable data pipelines. Centralized EDP configuration handling for the ResultsFulfiller, expanded data availability and model-line APIs with JSON-based ingestion, and established secure Terraform-based infrastructure for EDP operations (including private networking and signed builds). Documentation updates reduced onboarding ambiguity for event data definitions. Additionally, implemented reliability refinements to messaging and data processing to improve resilience in edge cases.
September 2025 performance summary for world-federation-of-advertisers/cross-media-measurement. Delivered foundational improvements across configuration management, data reliability, and secure deployment, enabling faster delivery cycles and more dependable data pipelines. Centralized EDP configuration handling for the ResultsFulfiller, expanded data availability and model-line APIs with JSON-based ingestion, and established secure Terraform-based infrastructure for EDP operations (including private networking and signed builds). Documentation updates reduced onboarding ambiguity for event data definitions. Additionally, implemented reliability refinements to messaging and data processing to improve resilience in edge cases.
August 2025 delivered security-conscious configuration, deployment, and measurement enhancements for cross-media measurement. Implemented Docker image command override policy; centralized EDP TLS certs and per-EDP secrets via Google Secret Manager; introduced BlobLoader-driven config loading and deploy-time blob downloads; automated ResultsFulfiller config deployment and IAM permissions via Terraform; added a base Java container for confidential computing and enabled confidential workloads in Terraform; expanded EDPA cloud test CI/CD and test suites across environments, with a bug fix correcting directReachOnlyMeasurement, improving test reliability. Technologies demonstrated include Google Secret Manager, GCS, Terraform, IAM, Java containers, and GitHub Actions.
August 2025 delivered security-conscious configuration, deployment, and measurement enhancements for cross-media measurement. Implemented Docker image command override policy; centralized EDP TLS certs and per-EDP secrets via Google Secret Manager; introduced BlobLoader-driven config loading and deploy-time blob downloads; automated ResultsFulfiller config deployment and IAM permissions via Terraform; added a base Java container for confidential computing and enabled confidential workloads in Terraform; expanded EDPA cloud test CI/CD and test suites across environments, with a bug fix correcting directReachOnlyMeasurement, improving test reliability. Technologies demonstrated include Google Secret Manager, GCS, Terraform, IAM, Java containers, and GitHub Actions.
July 2025 monthly summary for world-federation-of-advertisers/cross-media-measurement: Delivered security hardening, deployment modernization, and data-processing improvements across the cloud data pipeline. Implemented JWT authentication for DataWatcher, enforced unauthenticated access restrictions on cloud functions, and added necessary secret configuration. Migrated cloud function deployment to Terraform with Uber JAR support and refreshed CI/CD to improve reliability. Introduced RequisitionGrouperByReportId and refactored validators to enable clearer error handling and better data organization. Containerized the results fulfiller and corrected queue routing to ensure messages are processed by the correct components. Enhanced the measurement pipeline with event filtering and a post-measurement callback, and extended EDP Aggregator deployment with proto descriptors and tests. These changes improve security, reliability, scalability, and data quality, enabling faster, safer deployments and clearer operational visibility.
July 2025 monthly summary for world-federation-of-advertisers/cross-media-measurement: Delivered security hardening, deployment modernization, and data-processing improvements across the cloud data pipeline. Implemented JWT authentication for DataWatcher, enforced unauthenticated access restrictions on cloud functions, and added necessary secret configuration. Migrated cloud function deployment to Terraform with Uber JAR support and refreshed CI/CD to improve reliability. Introduced RequisitionGrouperByReportId and refactored validators to enable clearer error handling and better data organization. Containerized the results fulfiller and corrected queue routing to ensure messages are processed by the correct components. Enhanced the measurement pipeline with event filtering and a post-measurement callback, and extended EDP Aggregator deployment with proto descriptors and tests. These changes improve security, reliability, scalability, and data quality, enabling faster, safer deployments and clearer operational visibility.
Month 2025-06 — Cross-media measurement project (world-federation-of-advertisers/cross-media-measurement). Delivered security-focused cloud testing and deployment configuration enhancements, along with a stability fix to remove a deployment blocker. The changes improve security, configuration management, and deployment reliability, enabling faster, safer testing and smoother production handoffs.
Month 2025-06 — Cross-media measurement project (world-federation-of-advertisers/cross-media-measurement). Delivered security-focused cloud testing and deployment configuration enhancements, along with a stability fix to remove a deployment blocker. The changes improve security, configuration management, and deployment reliability, enabling faster, safer testing and smoother production handoffs.
May 2025 achievements for world-federation-of-advertisers/cross-media-measurement: Key platform enhancements and deployments across cloud-native services focused on environment scalability, security, and automated delivery pipelines. Four major features were delivered, aligning with business goals to enable Edp 7 and improve data coordination with external systems (Kingdom API): 1) Edp 7 Environment Provisioning: Add certs for the new environment, update Kubernetes testing secrets, and adjust Terraform configurations (key ring name, machine type) to support Edp 7. Commit bf8133062197ae29894411b3c3d2cbda82af6b83. 2) Certificate Management Modernization: Migrate TLS certs from an uber JAR to Google Secret Manager, update build/deploy to fetch secrets and mount as files, and switch TLS loading to file paths for EGS and Requisition Fetcher. Commits 7b4a0229d558955fcbacf859c79c4d99f852c402 and 3840fd34a8979f30254f143cf410eba47ba09d26. 3) Deploy Requisition Fetcher Cloud Function: Deploy the Requisition Fetcher cloud function, refactor GitHub Actions for new deployments, and add Terraform modules for service account provisioning; function configured to interact with Google Cloud Storage and the Kingdom API. Commit 9b490b4f03123f0468b6a7eafd312bf2a6beb2a9. 4) Deploy Event Group Synchronization Cloud Function: Deploy Event Group Synchronization cloud function, update GitHub Actions/workflows, configure its service account and environment variables, and adjust certificate host handling. Commit a8d32981e8d085caa3de7795379e0fcdb9c5a8a5. Overall, these deliveries enhanced security, automation, and scalability while strengthening data ingestion and coordination paths between cloud services and the Kingdom API.
May 2025 achievements for world-federation-of-advertisers/cross-media-measurement: Key platform enhancements and deployments across cloud-native services focused on environment scalability, security, and automated delivery pipelines. Four major features were delivered, aligning with business goals to enable Edp 7 and improve data coordination with external systems (Kingdom API): 1) Edp 7 Environment Provisioning: Add certs for the new environment, update Kubernetes testing secrets, and adjust Terraform configurations (key ring name, machine type) to support Edp 7. Commit bf8133062197ae29894411b3c3d2cbda82af6b83. 2) Certificate Management Modernization: Migrate TLS certs from an uber JAR to Google Secret Manager, update build/deploy to fetch secrets and mount as files, and switch TLS loading to file paths for EGS and Requisition Fetcher. Commits 7b4a0229d558955fcbacf859c79c4d99f852c402 and 3840fd34a8979f30254f143cf410eba47ba09d26. 3) Deploy Requisition Fetcher Cloud Function: Deploy the Requisition Fetcher cloud function, refactor GitHub Actions for new deployments, and add Terraform modules for service account provisioning; function configured to interact with Google Cloud Storage and the Kingdom API. Commit 9b490b4f03123f0468b6a7eafd312bf2a6beb2a9. 4) Deploy Event Group Synchronization Cloud Function: Deploy Event Group Synchronization cloud function, update GitHub Actions/workflows, configure its service account and environment variables, and adjust certificate host handling. Commit a8d32981e8d085caa3de7795379e0fcdb9c5a8a5. Overall, these deliveries enhanced security, automation, and scalability while strengthening data ingestion and coordination paths between cloud services and the Kingdom API.
April 2025 — Cross-media measurement (world-federation-of-advertisers/cross-media-measurement). Key features delivered: - Control Plane API for WorkItems and WorkItemAttempts (gRPC) with create, retrieve, fail, complete, and list; includes resource conversion, error handling; server implementations; integrated into the TEE control plane. - Secure computation deployment infrastructure and CI/CD pipelines: Kubernetes manifests, GitHub Actions workflows, Terraform provisioning for testing; DataWatcher deployment; TEE app image pipelines; provisioning for the EDP aggregator. Major bugs fixed: - Terraform configuration fix for EDP aggregator deployment reliability. Impact and accomplishments: - Enables secure, scalable measurement workflows with a robust control plane and automated, auditable deployment pipelines; reduces deployment friction and accelerates time-to-value for measurement workloads. Technologies/skills demonstrated: - gRPC API design and server development; resource conversion and error handling - Kubernetes, Terraform, CI/CD automation; IaC best practices - TEE integration and secure computation deployment
April 2025 — Cross-media measurement (world-federation-of-advertisers/cross-media-measurement). Key features delivered: - Control Plane API for WorkItems and WorkItemAttempts (gRPC) with create, retrieve, fail, complete, and list; includes resource conversion, error handling; server implementations; integrated into the TEE control plane. - Secure computation deployment infrastructure and CI/CD pipelines: Kubernetes manifests, GitHub Actions workflows, Terraform provisioning for testing; DataWatcher deployment; TEE app image pipelines; provisioning for the EDP aggregator. Major bugs fixed: - Terraform configuration fix for EDP aggregator deployment reliability. Impact and accomplishments: - Enables secure, scalable measurement workflows with a robust control plane and automated, auditable deployment pipelines; reduces deployment friction and accelerates time-to-value for measurement workloads. Technologies/skills demonstrated: - gRPC API design and server development; resource conversion and error handling - Kubernetes, Terraform, CI/CD automation; IaC best practices - TEE integration and secure computation deployment
March 2025 monthly summary for world-federation-of-advertisers/cross-media-measurement. Key work: Secure Computation Control Plane: Work Item Persistence and APIs. Implemented Protocol Buffer definitions for work items and their attempts, and introduced Spanner-backed persistence with services for managing work items. This enables robust state tracking and lifecycle management for secure computation tasks. Commits supporting these changes: 2f94193e73a7e5b1b3fecaf3159cccb854bcf918 (feat: add proto definition for control plane persistence (#2091)) and 0f0d2018a742dcb5c63eac80a9b97faee72780a7 (feat: add internal services for controlplane API persistence (#2104)).
March 2025 monthly summary for world-federation-of-advertisers/cross-media-measurement. Key work: Secure Computation Control Plane: Work Item Persistence and APIs. Implemented Protocol Buffer definitions for work items and their attempts, and introduced Spanner-backed persistence with services for managing work items. This enables robust state tracking and lifecycle management for secure computation tasks. Commits supporting these changes: 2f94193e73a7e5b1b3fecaf3159cccb854bcf918 (feat: add proto definition for control plane persistence (#2091)) and 0f0d2018a742dcb5c63eac80a9b97faee72780a7 (feat: add internal services for controlplane API persistence (#2104)).
February 2025 monthly summary for world-federation-of-advertisers/cross-media-measurement. Delivered Cloud Spanner-backed persistence for the Secure Computation workflow in the control plane, introducing WorkItems and WorkItemAttempts tables with defined fields and relationships. Implemented the schema in Cloud Spanner, and validated via an emulator-based test to ensure schema creation and basic persistence behavior. This work lays groundwork for scalable, auditable processing of secure computation tasks and improves reliability of the cross-media measurement pipeline.
February 2025 monthly summary for world-federation-of-advertisers/cross-media-measurement. Delivered Cloud Spanner-backed persistence for the Secure Computation workflow in the control plane, introducing WorkItems and WorkItemAttempts tables with defined fields and relationships. Implemented the schema in Cloud Spanner, and validated via an emulator-based test to ensure schema creation and basic persistence behavior. This work lays groundwork for scalable, auditable processing of secure computation tasks and improves reliability of the cross-media measurement pipeline.
January 2025 performance summary for world-federation-of-advertisers/cross-media-measurement. This month delivered automated GCP infrastructure and enhanced Pub/Sub-driven workflows to improve deployment speed, reliability, and scalability for measurement pipelines. Key capabilities include MIG provisioning with confidential VMs and autoscaling, a reusable Pub/Sub topics/subscriptions module with dead-letter queues and exactly-once delivery, and a Cloud Functions deployment module triggered by Google Cloud Storage events. The WorkItems service now uses Pub/Sub for enqueuing with robust error handling and tests, enabling scalable, resilient processing of measurement work items.
January 2025 performance summary for world-federation-of-advertisers/cross-media-measurement. This month delivered automated GCP infrastructure and enhanced Pub/Sub-driven workflows to improve deployment speed, reliability, and scalability for measurement pipelines. Key capabilities include MIG provisioning with confidential VMs and autoscaling, a reusable Pub/Sub topics/subscriptions module with dead-letter queues and exactly-once delivery, and a Cloud Functions deployment module triggered by Google Cloud Storage events. The WorkItems service now uses Pub/Sub for enqueuing with robust error handling and tests, enabling scalable, resilient processing of measurement work items.
Concise monthly summary for 2024-12 focusing on the cross-media measurement project. The month centered on delivering a reusable foundation for TEE-based apps and establishing a scalable, automated message-processing workflow.
Concise monthly summary for 2024-12 focusing on the cross-media measurement project. The month centered on delivering a reusable foundation for TEE-based apps and establishing a scalable, automated message-processing workflow.
November 2024 monthly summary for facebookexperimental/Robyn: Delivered the Robyn Allocator Visualization Suite, introducing AllocationPlotter and BaseVisualizer classes that generate plots (spend allocation, response curves, efficiency frontiers, and summary metrics) using Matplotlib. This enhancement improves interpretability of budget allocator outcomes and supports data-driven budgeting decisions. No major bug fixes recorded this month; the focus was on feature delivery and tooling improvements.
November 2024 monthly summary for facebookexperimental/Robyn: Delivered the Robyn Allocator Visualization Suite, introducing AllocationPlotter and BaseVisualizer classes that generate plots (spend allocation, response curves, efficiency frontiers, and summary metrics) using Matplotlib. This enhancement improves interpretability of budget allocator outcomes and supports data-driven budgeting decisions. No major bug fixes recorded this month; the focus was on feature delivery and tooling improvements.
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