Edward Ye

• Built a Python-powered inventory forecasting system integrating POS sales data with ingredient usage models to

automate low-stock alerts and optimize ordering

• Drove a 46.8% increase in revenue over 6 months through strategic operational and marketing initiatives
• Oversaw staff scheduling and management
• Designed digital marketing through social media campaigns, professional photography, and targeted advertising

• Contributed to an internal-facing prototype through Amazon’s informal student project pipeline, focused on building a lightweight service using AWS Lambda, S3, and DynamoDB.
• Implemented data-processing utilities in Python to support log analysis and operational metrics gathering.
• Collaborated with two engineers for code reviews, version control, and design discussions via GitHub and Chime.

• Developed a microservice prototype for risk-scoring using FastAPI, Redis, and asynchronous job queues, enabling underwriters to evaluate high-volume submissions in near real time.
• Refactored legacy data-validation scripts into modular components, improving maintainability and cutting runtime from minutes to seconds by optimizing query paths and caching repeated lookups.
• Designed monitoring dashboards using Grafana and Prometheus to visualize system bottlenecks and error rates, leading to measurable reliability improvements during peak load periods.
• Collaborated with actuaries and analysts to translate statistical models into production-ready code, ensuring parity between analytical outputs and operational constraints.

• Assisted in preparing sushi and sashimi, ensuring high-quality presentation and freshness of ingredients
• Built a friendly rapport with customers seated at the sushi bar as I prepared their sushi in front of them.
• Worked alongside head sushi chefs to prepare and execute menu items in a fast-paced environment
• Maintained cleanliness and organization of workstations, adhering to food safety regulations