Fluid Touch
Product Analyst / Software Engineer•Remote•January 2025 - October 2025
- Supported the successful development and alpha launch of Ghostwrite — an LLM-powered writing feature for Noteshelf — a 10M+ user productivity platform, translating sentence-completion use cases into technical requirements, feature behavior, edge cases, and QA acceptance criteria.
- Defined prompt behavior, input/output expectations, fallback states, and user-facing response logic for generative writing workflows, partnering with engineering to improve relevance, reliability, and release readiness.
- Supported natural-language template search by mapping user search intent, query behavior, ranking expectations, and template metadata needs into implementation-ready requirements.
- Analyzed beta feedback, validation findings, product signals, and user-reported issues to identify LLM output quality problems, workflow friction, and usability gaps before launch.
- Documented expected system behavior, test scenarios, error cases, and release considerations to help engineering validate AI feature performance across real user workflows.