Led a dynamic team of five to forecast product virality on social media up to six weeks ahead of time. Championed the company's establishment and expansion by defining a clear vision and mission, while inspiring and aligning the team toward shared objectives. Developed an innovative system utilizing LLMs to pinpoint products showcased in videos across diverse social media channels, achieving an impressive recall rate of 99%. Successfully secured $250,000 in capital.

Designed, developed, and successfully implemented a revolutionary system that transforms user camera rolls into engaging Facebook posts, ultimately benefiting 40 million US users. By identifying gaps in our error detection for the MVP, we engineered a robust debugging solution that revolutionized our ability to address ML failures, ensuring smoother operation and increased project reliability. Leveraging LLMs and RAG, we created a powerful caption generation tool, achieving a remarkable 10x GPU capacity savings while skyrocketing shareability from 21.9% to 93% through innovative prompt engineering and meticulous model evaluation.

Cristina Noujaim proudly helped develop and deploy the Period Prediction feature for all cycling Ōura users, setting a new standard in reproductive health accuracy. Utilizing cutting-edge health sensing algorithms, we reached over 1 million customers, offering unparalleled precision over competing apps and wearables. Her innovation is further underscored by the authorization of four patents in the health sensing domain, solidifying our commitment to advancing technology in personal health.