• Designed & scaled an AI powered vision solution for web + mobile app - integrated with multi-camera systems and on-site hardware, cutting defect waste 90%, saving labor 50%, and achieving 7× ROI at a textile site

• Managed development of 12+ core features for a visual-inspection platform across varied manufacturing setups balancing trade-offs between customer needs and technical requirements.

• Drove end-to-end product work- wireframes, UX flows, usability tests, design system & maintenance, AI interfaces explorations - aligning teams, user needs, and business goals.

• Built internal tooling for AI system feedback and training, including report and flagging system to collect training data and monitor edge cases.

• Implemented structured design workflows boosting delivery speed and design consistency.

• Crafted product narrative & go-to-market messaging via persona research, storytelling and highlighting AI-driven features, launching marketing site and collateral.

• Leading new product development initiative for a corporate client, uncovering high-impact computer vision use cases through market research, customer interviews, and design workshops - driving concepts focused on worker safety, compliance, and long-term differentiation.

1. Commercialization & Innovation: Strategy (45-807) at Tepper

2. Family Business (45-819) at Tepper

3. Mastering Collaborative Strategies and Business Environments: iii Business Core (49-743) at Integrated Innovation Institute

• Improved internal process and project management strategy for Agriculture Innovation initiatives within the Impact Finance & Corporate Engagement team, applying a systems-thinking & Human-centered approach aligned with the organization’s 2030 sustainability goals.

• Supported the development of a MEL (Monitoring, Evaluation & Learning) framework to strengthen risk assessment, data measurement, and evidence-based decision-making.