International Day Of Women in Statistics and Data Science

Charity is an applied AI practitioner focused on improving workflows, documentation, and safety in long‑term care environments. She develops practical, caregiver‑centered tools including an AI‑assisted documentation helper, a medication‑workflow guidance system, and a synthetic early‑warning model designed to support staff in high‑pressure care settings. Her work emphasizes operational efficiency, caregiver well‑being, and the responsible use of AI in healthcare.Charity’s current projects explore how lightweight AI systems can reduce administrative burden, strengthen communication, and enhance daily care routines in long‑term care facilities.