JIAYU KAILEY WANG

• Modeling Research

Indexed by Ei Compendex, Led a research team evaluating battery storage system performance using a maximizing self-consumption strategy and genetic algorithms (GA)., https://dl.acm.org/doi/10.1145/3529299.3531500

• Modeling Research, Mathematical Economics

Applied multiple regression and instrumental variable (IV) methods to analyze economic data. Processed over 20,000 data points using Stata for robust statistical modeling., https://docs.google.com/document/d/1iVqUd_fTLcf5XrRX7rFjAUsquvNb92QtqtBs_FJBuQ4/edit?usp=sharing

• "Galaga" game, 15-112 CS Term Project (CMU)

Using python language and CMU graphics library to create an electronic game. Developed a full-featured replica of the modern Minesweeper game, incorporating all standard mechanics and functionalities.

• Dynamic Memory Allocator, 15-213 Introduction to Computer Systems (CMU)

Designed and implemented a dynamic memory allocator using explicit free lists and boundary tag coalescing. Achieved high throughput and memory utilization through custom optimizations.

• Deep Learning studier, 11-785 (CMU)

Neural networks, CNNs, RNNs, optimization, PyTorch-based projects. Implemented and trained deep neural networks for speech and image recognition using PyTorch. Applied backpropagation, batch normalization, and transfer learning to real-world datasets. 

• Neural Computation
• Introduction to Deep Learning
• Parallel and Sequential Data Structure
• Principles of Functional Programming
• Introduction to Computer Systems