I am a Technology Leader with 20+ years of experience across software engineering, data engineering, analytics engineering, and AI enablement. I have built and led mission-critical platforms across Goldman Sachs, Funding Circle, Okta, Meta, and Minted. I started my career as a software engineer building financial systems where reliability, correctness, and operational controls were non-negotiable. Over time, I moved deeper into data platforms, analytics engineering, governance, experimentation, behavioral analytics, cloud cost optimization, and AI-enabled analytics. This combination gives me a practical view of how strong engineering foundations translate into trusted data, better decisions, and measurable business impact. My interests are at the intersection of technology leadership, scalable platforms, data strategy, AI adoption, and career growth. I enjoy helping engineers and data professionals sharpen their positioning, prepare for senior interviews, build stronger system design thinking, and move from execution-focused work to broader platform and leadership impact. On Topmate, I can help with career strategy, resume and LinkedIn positioning, interview preparation, system design, data architecture, AI/data platform roadmaps, and leadership storytelling. My style is direct, practical, and outcome-oriented. I will help you identify what is weak, clarify what is strong, and build a sharper plan to reach your next level.