The complete operating system for managing paid media accounts. Foundational SOPs and platform-specific playbooks (Meta, Google, TikTok, YouTube, Axon, Native/DSP).
End-to-end training pipeline for mobile game UA tool-calling agents, covering rule-based synthetic data generation across 7 workflows, OpenAI Messages conversion, Qwen3 LoRA SFT, GRPO/RLVR alignment, and benchmark evaluation.
Agent skills for programmatic trading, analytics, and account operations. DV360 first, multi-DSP and multi-runtime (Claude Code and Codex).
Source for stephenumunna.com. Interactive AdTech case studies, programmatic project deep-dives, and operating principles.
Starting this as blog for helping publishers or users to solve their issues related to advertising queries. What we share here is based on the personal or working experience which applied to the problems which faced on the past.
Google Ad Manager — independent third-party profile of a public API surface, by API Evangelist. The Google Ad Manager API provides programmatic access to manage Ad Manager data including ad units, companies, orders, placements, line items, creatives, reports, and targeting. It enables publishers to automate their ad operations and integrate Ad Mana
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