University of Southern California
|Research Assistant
Los Angeles, CA, US
Summary
Conducting advanced ML-based pattern recognition research, developing Transformer models, and designing optimization algorithms to enhance system efficiency and reproducibility.
Highlights
Led ML-based pattern recognition research on Indus Valley historical scripts, leveraging deep learning models to achieve high accuracy in symbol classification.
Implemented a Transformer-based language translation model for AI curriculum technical demonstrations, significantly improving student comprehension and engagement.
Designed and optimized path optimization algorithms for GIS systems, enhancing visualization capabilities and improving emergency response route efficiency by an estimated X%.
Authored comprehensive technical specifications for model frameworks, ensuring high reproducibility and facilitating iterative development cycles.