Edward Lin Email & Phone Number

United Kingdom

Los Angeles, California, United States

• Research software solutions to improve Mixture of Experts inference performance on existing hardware• Implement examples using both DeepPool and DeepSpeed libraries to discover methods of token grouping• Present background research and algorithm findings during weekly meetings with supervising professor

Los Angeles, California, United States

• Conducting research on emotion recognition models and natural language processing (5+hrs/week)• Discovering methods for unsupervised emotion recognition to cluster unlabeled data• Coordinating with PhD supervisor and research partner to meet weekly deadlines

Los Angeles, California, United States

• Exploring software development through a curriculum including React JS, React Native, Firebase, and Swiftin a cohort of 30 students• Developed a website with 3 teammates using skills obtained through curriculum

Boulder, Colorado, United States

• Developed solution to disaster tweet classification using the BERT machine learning model through PyTorch• Investigated supercomputing as a solution of improving and streamlining deep learning training processes• Explored research career through participation in general meetings with research scientists and engineers

Los Angeles, California, United States

• Developing methods of classifying zooplankton collected by University of Wisconsin-Madison researchers• Identifying existing classification models for use on unseen data through methods such as transfer learning

Los Angeles, California, United States

• Implemented deep learning workflow to identify lake zooplankton species using edge-to-cloud architectures• Co-wrote scientific paper with USC Information Sciences Institute researchers for IEEE eScience conference• Demonstrated research findings at IEEE eScience conference with two other members of the research team

Los Angeles, California, United States

• Participated in weekly workshops to learn research tools such as distributed computing and cloud services• Evaluated the data pipeline of The National Solar Observatory and presented findings to researchers• Engaged in summer internship to research machine learning workflows at a major scientific facility

Los Angeles, California, United States

• Conducting research on emotion recognition models and natural language processing (5+hrs/week)• Discovering methods for unsupervised emotion recognition to cluster unlabeled data• Coordinating with PhD supervisor and research partner to meet weekly deadlines

Beijing, China

• Researched NLP, clustering, neural networks, deep learning frameworks 8hrs/day with a mentor• Implemented and compared clustering algorithms for text clustering• Presented research report to artificial intelligence department for potential use in error message clustering

Los Angeles, California, United States

• Collaborated with other interns to manage finances and organize activities for 30+ people social events catered towards the international community at USC• Shadowed current e-board members in order to develop leadership and management skills

Beijing

• Researching early stage companies, presented potential investment candidates, and identified startups for further due diligence.

Beijing, China

• Cared for children with disabilities to allow them to ride safely and securely at a equine-assistedtherapy center