Experience
Apple Inc.Seattle, WA, U.S.
Jun. 2025 – Sep. 2025 Machine Learning Intern (AI/ML DMLI Forecasting)
- Developed hierarchical forecasting model for iPhone demand
- Investigated benefits of hierarchical reconciliation towards target level forecast accuracy
- Delivered mathematical explanation for MinTrace reconciliation alongside rigorous experimental comparisons
- Designed and merged a hierarchical forecasting module into the team’s ML pipeline
- Showcased accuracy improvement in the team’s monthly review to senior leadership
