Market Research, Product Management, Data Analysis, User Testing, User Empathy

AWS ecosystem, AI product management, AI engineering, data expertise, AI evaluation frameworks, evaluation systems, modern AI application architectures, grounding systems, AI monitoring and observability

a/b testing, Product Management, AI Tools, Funnel Analysis, User Advocacy

Data Analytics, creating roadmaps, product management, Engineering, writing product requirement documents, managing product backlogs

data products , Saas, Jira, Confluence, Enterprise Software, Prototyping tools, Ad tech, Analytics, Metrics and measurement methodologies, DaaS, Data flows, Agile product development, Product management, audience measurement, MCP, Aha, data models, Media Analytics, Prompt design, Agentic workflows, Analytics platforms

data engineering , platform development , Java, Scala, Nodejs, Python, Sql, Etl, Data Modeling, Sdlc, Product Management, ELT pipelines

systems design , Ml, Saas, Ai, Product Management, Product Architecture

Jira, Vulnerability detection, Vulnerability Management, Agile Methodologies, Penetration Testing, Exposure Management technologies, Large-scale distributed systems, Software development processes, Cloud-native multi-tenant platforms, Content generation methods, Vulnerability content, Agile planning tools, Product analytics platforms, Scan technologies, Aha, Asset discovery, Remediation technologies, Breach and attack simulation, Product lifecycle management, Adversarial security

Cloud Infrastructure, agent orchestration design, event-driven communication, technical product management, AI observability tooling, document understanding, knowledge graph development, structured data extraction, AI product management

product strategy , System Architecture, Business Requirements, User Stories, Product specifications, Data Analysis, Technical product management, customer research, Sales Enablement, Product positioning, Product Launch, Product definition, Output metrics, Technical tradeoffs, Input metrics