Built a one-stop shop prototype for household finance targeting families with young children. Key features were to help customers determine the probabilities of achieving their financial goals and make investment recommendations accordingly.

Designed and built a data lake to ingest labor scheduling data from various sources into a systematic format. Cross functional teams utilize this data lake to better forecast labor capacity and validate labor data fidelity, resulting in labor efficiency improvement. The data lake utilizes AWS CDK to orchestrate the infrastructure components of AWS services such as S3, Lambda, ECS, etc.