Product & Growth Consultant — Independent (AI coaching app + clinical trial/biotech intelligence)
Advised early-stage founders and SMEs on product strategy and go-to-market for LLM-enabled health applications, ensuring LLM capability is translated into user-centred products. The consulting emphasized structuring LLM logic for real-world coaching and clinical documentation automation use cases. Engagements were iterative, involving discovery, roadmap definition, and growth systems aligned with target workflows. • Advised on discovery and roadmap definition for LLM-powered recovery planning via personalized recovery plans. • Supported development of LLM logic for clinical documentation tooling (e.g., patient referral and letter automation). • Helped non-technical founders make sound AI product decisions during strategy and planning. • Bridged product and growth systems to validate and scale AI-driven features.