
Agentic AI & GenAI: Multi-step workflows, tool orchestration, prompt design, guardrails, human-in-the-loop patterns, agent reliability
Architecture & Integrations: APIs, system integrations, platform workflows, data pipelines, scalability and cost trade-offs
AI / Analytics: LLM-based products, predictive analytics, statistical modeling, Python, SQL
Product Execution: Discovery, PRDs, user stories, acceptance criteria, roadmap ownership, experimentation, prioritization frameworks
Certifications: CSPO SAFE POPM Microsoft Certified Professional PRINCE2 Practitioner
Product strategy