Frost is a Back-End Software Engineer with 10+ years of experience building distributed services and extensive experience in data engineering and MLE. She has led and built large-scale back-end services that serve millions of users daily and mentored junior to mid-level developers. Frost has experience in the finance, eCommerce, social media, education, and healthcare industries. Her specialties include Python (Django), Java (Spring family), mainstream RDBMS and NoSQL databases, AWS services, and so on.Hire Frost
Worked as a full-stack engineering consultant for a public internet company on a project used to conduct a marketing campaign to increase new registrations and return users to local communities. It includes several back-end REST APIs designed and implemented to collect user invitations to local communities, generates data for third-party vendors, and process user reports for data scientists. Those APIs automated each step of an end-to-end marketing campaign so it could be repeated. It also generates business insights for optimizing marketing strategies. Added some changes to the front end to interact with the back end and a separate Airflow pipeline to handle the entire team’s data for additional investigation and research by data scientists.
Skills: Python, Django, Airflow, Docker, PySpark
Redesigned and restructured legacy REST APIs in a price querying service. Optimized the performance by more than 80% after redesigning the system and scaled it to increase the service capacity. Designed and developed a Python framework for external market data loading and consolidation.
Skills: Python (Programming Language) · Django REST Framework · Amazon Web Services (AWS) · Django · Java · Spring Boot · Kubernetes
Identified business opportunities to help a traditional garment factory transform its business by partnering with independent artists to start an online creative T-shirts retailing service. Led developers to design and develop an online retailing system with a layered architecture.