Contributing to the development of proprietary LLM models to address workplace communication challenges by conducting data analysis, market segmentation, and user research. Led a project applying machine learning and keyword discovery algorithms to extract insights from regulatory filings. Conducted user interviews and product demos, communicated technical concepts clearly to non-technical users, and translated qualitative feedback for SWE to shape product direction.

Collaborated with a multidisciplinary team on propulsion system development, including hotfire testing, vertical propulsion demos, and composite tank design. Led sponsor and partner outreach by communicating project updates, coordinating technical presentations, and supporting media visibility and relationship-building. Contributed to a vibration analysis project using a cantilever beam model to evaluate material impacts on rocket natural frequency.

Joined Amped Innovation as a Series A start-up as their products broke into African markets. Contributed to scaling operations in African markets through pricing analysis, financial forecasting, and competitive product analysis. Assisted with Series B fundraising by analyzing investor profiles and coordinating VC outreach. Analyzed hardware performance of EasyFreeze and WowSolar, refining features to meet market needs and contributed to market strategy for expanding in African countries.

Researched CubeSat mission design, focusing on satellite integrity, system integration, and collaborative mission planning. Contributed to Mars telepresence robotics concept for exploration and terrain mapping. Presented findings to faculty and the mechanics team.