I will turn your business requirements into clear software specification

Struggling to figure out WHERE AI can actually move the needle in your business or system? I help you cut through the hype and find real, implementable AI opportunities backed by hands-on experience in backend architecture, database optimization, and legacy system modernization. What I offer: Feasibility assessment of your AI use case, process, or system Strategic recommendations tailored to your tech stack Clear, actionable roadmap (no fluff, no buzzwords) Optional presentation deck for stakeholders Who this is for: - Founders/teams evaluating if AI fits a specific workflow - Companies with legacy systems wondering how to integrate AI responsibly - Anyone who wants an honest, technical opinion before investing in AI tools or development Why work with me: I'm a senior software engineer with real-world experience in system architecture, API design, database performance, and AI/ML integration not just theory. I've helped modernize legacy systems and design data pipelines, so I understand both the technical constraints and the business value AI needs to deliver. Every package includes a live consulting call so we can discuss your specific context before I deliver recommendations.