I’m an AI Architect and technology mentor specializing in agentic AI, generative AI, Salesforce architecture, enterprise systems, and data-driven solution design. Over the course of my career, I have worked across software engineering, technical architecture, enterprise architecture, data platforms, automation, and AI solutioning. My current areas of focus include AI agents, multi-agent orchestration, large language models, prompt engineering, retrieval-augmented generation, enterprise data grounding, semantic layers, AI governance, and human-in-the-loop systems. I have strong experience across the Salesforce ecosystem, including Agentforce, Data Cloud, Service Cloud, Sales Cloud, Experience Cloud, Apex, Lightning Web Components, integrations, APIs, and enterprise architecture patterns. Outside Salesforce, my technical interests include Python, SQL, data engineering, machine learning, system design, cloud architecture, APIs, event-driven systems, Git-based engineering workflows, and modern AI frameworks. I particularly enjoy helping professionals with: • Transitioning into AI, Agentforce, or architecture roles • Building a structured Salesforce or AI career roadmap • Preparing for technical architect and solution architect interviews • Reviewing system designs and AI architecture approaches • Understanding agentic AI, LLMs, RAG, and multi-agent systems • Selecting certifications and learning paths • Positioning their experience for senior technical roles • Creating strong portfolios, resumes, and professional profiles • Navigating career growth, promotions, and technology leadership My mentoring style is practical, direct, and tailored to your current experience. Instead of giving generic advice, I focus on helping you identify skill gaps, understand market expectations, and create a clear plan that you can execute. If you are confused about where to start, what to learn next, or how to move from your current role into AI or architecture, our conversation can help you replace that fog with a concrete roadmap.