Stealth (Virtual Cell Lab Platform)

* Leading AI product definition and system design for a virtual cell lab, translating complex biological workflows into scalable interaction models. Owning early problem framing, UX architecture, and validation strategy to de-risk core product decisions and shape engineering and research direction.

Mantle Bio

* Defined the foundational UX and workflow architecture for a next-generation computational biology platform, aligning engineering and leadership around user needs and establishing scalable UI patterns through rapid iteration and testing.

Nimble Repair

* Turned an ambiguous vision for an AI-powered, two-sided climate tech marketplace into a coherent product direction by defining the core information architecture and service blueprint, setting the foundation for future product and operational decisions.

Leading the development of a community science initiative, designing the conceptual data model and validation framework for an open-source fungal DNA platform. Defining how raw sequencing outputs are transformed into confidence-based, explainable results: bridging wet-lab protocols, automated analysis, and human decision-making to support trustworthy and reproducible community mycology contributions.

Defined product direction and interaction models for AI-powered and other experiences spanning multiple teams and surfaces, influencing roadmap and prioritization decisions.

Led design in ambiguous problem spaces, clarifying constraints early and reducing downstream rework for engineering.

Shaped system-level UX patterns and frameworks adopted beyond immediate ownership, increasing consistency and scalability across the platform.

Partnered with product, engineering, analytics, and leadership to align strategy, execution, and customer outcomes across initiatives.

Owned end-to-end UX for complex workflows within defined product areas, delivering from problem framing through execution.

Collaborated closely with engineering and executive leadership to translate requirements into usable, technically grounded solutions.

Built design system foundations and cross-team standards, expanding impact beyond individual features.

• Led a small cross-functional team to build a SaaS platform connecting social workers with service providers, creating user-centered solutions for complex service delivery challenges.

• Defined product strategy through market research, stakeholder collaboration, and user testing, while forging strategic partnerships to drive product adoption.

• Designed and implemented a data model and API integrations that ensured platform interoperability and scalability.