Scalability, Apis, Distributed Systems, platform trade-offs, Reliability, platform architecture, platform products, data flows

tracking systems , privacy compliance , Gdpr, Apis, Gpp, Identity, Data Governance, IAB TCF, consent management, CPRA, Product Management, large-scale data platforms, programmatic data flows, ADTECH, event pipelines, DPDPA, CCPA, programmatic advertising, SSP, DSP ecosystem, RTB systems, ad serving infrastructure, martech

Apis, Sql, Automation Tools, Data Governance, auditability, Data Analysis, lineage, data platforms, domain data ownership, provenance, AI ML lifecycle, predictive models, semantic and data modeling, ETL ELT pipelines, LLM-based applications

attribution , retail media , Dsp, Measurement, Ad Exchange, Commerce Media, Open RTB, Ai, SSP, ML-powered advertising products, Programmatic Advertising, Publisher monetization, Yield optimization, Campaign Management

Data Analytics, Apis, Schema Design, Data Modeling, Reporting Tools, data feeds, customer-facing dashboards

Ml, Servicenow, SAP, Workday, Jira, Distributed Systems, Azure DevOps, Salesforce, data pipelines, LLM-powered features, Ai, agentic systems, Sharepoint, integration architectures

Machine Learning, Agile Methodologies, Product Management, Digital Advertising Standards, CTV, Ai, Model Evaluation, Human-in-the-loop Systems, Experimentation Frameworks, Prompt and Workflow Design, OTT, Cross-platform Planning, Programmatic Buying, Measurement Solutions, MCP, Advertising Tech Stack

Apis, retrieval knowledge systems, agentic workflows, LLMs, AI infrastructure, trust and governance, vector databases, evaluation monitoring, AI orchestration

attribution , retail media , Dsp, Measurement, Ad Exchange, Commerce Media, Audience targeting, Open RTB, Ai, SSP, ML-powered advertising products, Programmatic Advertising, Yield optimization, Publisher monetization, Campaign Management, identity solutions

Ml, Data Analytics, Apis, Tableau, data concepts, data pipelines, data quality frameworks, Ai, event-driven architectures, Looker, BI platform product development, IoT data architectures, AI-assisted prototyping workflows, streaming pipelines