Unstructured Data

Unstructured data holds powerful stories — but without context, it’s just noise. I designed an AI-driven platform that transformed messy, text-based feedback into meaningful insight. By visualizing sentiment, themes, and anomalies, the system gave organizations a clear, human-centered view of what their customers were truly saying.