Saas, agent-native services product, modern AI tooling, LLMs, media attribution, marketing mix modeling, incrementality measurement, Agents

state management , Distributed Systems, Gcp, Apache Kafka, Rest Apis, Azure, Kubernetes, AWS, Cloud Native Platforms, Kafka Connect, Confluent Platform, Hybrid Deployment Models

Software Development, Apis, Power Bi, Bi Tools, Tableau, JIRA, Sql, Distributed Systems, System Architecture, Azure DevOps, roadmap strategy, cloud platforms, metric-driven product management, Agile tools, prioritization frameworks, Analytics, ROI ownership

Sql, Product Management, Supply Chain Analytics, Measurement Frameworks, Business Operations, Root-cause Attribution Frameworks, experimentation

VMware, Servicenow, Itsm, Scrum, Windows, Gcp, Cloud, Linux, Itil V3, Agile, Itil Processes, Azure, Etl, AWS, monitoring stacks, Ticketing, AMS principles, batch job monitoring, Jira Service Management, DataOps, API health, observability tooling, Infrastructure

Agile Scrum Methodology, Technical debt planning

embedded analytics , change data capture , Data Modeling, Permissions, Apis, query engines, developer platforms, in-process analytics, serving layers, data quality governance, modern data architectures, Text-to-SQL evaluation, source systems, data ingestion, observability, downstream activation, AI products, lakehouse-style storage, safe action execution, data platforms, querying, analytics products, extensibility, DuckDB, natural-language querying, event streams, SDKs, infrastructure products

Apis, Networking, Storage, Network Architecture, High Availability, Authentication, Capacity Management, migration efforts, reliability improvements, block architectures, Capacity Planning, performance optimization, system flows, service deployments

Personalization, AI-powered products, Sales tech products, Product Management, Enterprise SaaS, Zero to One product, LLM technology, Ecosystem thinking

sales execution , Machine Learning, Saas, Product Management, Cross-Functional Leadership, Lead Management, Ai, Customer Engagement