Amith W.

AI Product & Operations Consultant I help startups and companies integrate generative AI, build scalable operations, and ship products that users love. BACKGROUND: - 13+ years building AI-enabled products and operational systems - Shipped consumer products, internal operations platforms, and safety systems - Built AI products using Claude API with rigorous evaluation frameworks - Scaled operations 5x through process automation and strategic planning - Led complex cross-functional launches across regulated and consumer domains WHAT I OFFER: ✓ AI Integration Strategy Where and how to use Claude/ChatGPT in your product or operations Examples: automated workflows, AI agents, intelligent systems ✓ Product Requirements & Architecture From problem → requirements → technical spec → launch plan Examples: launched app in 5 months, managed $100M+ regulated product ✓ Operations Optimization Workflow automation, process design, scaling from 0 to 100 Examples: scaled business 5x, reduced manual work 60% ✓ Go-to-Market & Product Strategy Launch planning, messaging, adoption metrics, iteration Examples: grew bookings from <10 to 100/month, 5x ROI on marketing RECENT EXAMPLES: - Guardian: Built AI child-safety detection system with precision/recall evaluation framework (100% accuracy on test set) - SugaMama: Designed operations platform automating forecasting, staffing, inventory — scaled 5x - KnowSugar: Launched iOS/Android health app in 5 months with team of 2 I work best with: - Startups wanting to integrate AI smartly - Product teams needing strategy guidance - Operations leaders scaling processes - Founders building new products fast Hourly or project-based. Available to start immediately.