May Bich Nhi Lam

Title: Innovations by May Bich Nhi Lam

Introduction

May Bich Nhi Lam is an accomplished inventor based in San Jose, CA. He has made significant contributions to the field of machine learning and network security. With a total of 4 patents, his work focuses on innovative solutions that enhance the prediction and mitigation of network attacks.

Latest Patents

One of his latest patents is the "Adaptive network attack prediction system." This invention describes machine-learning techniques and models that predict the number and severity of network attacks within a specified timeframe, such as the next fifteen minutes. The system trains a machine learning model based on features extracted from a training dataset. It estimates the probability of an attack happening on an account, how many attacks are predicted to occur, and the severity of those attacks. The system can deploy preventative measures based on the model's output to counter or mitigate the effects of predicted network attacks.

Another notable patent is "Generating enhanced queries using machine learning models." This invention discloses techniques for generating terms to replace an initial set of search terms for a query. The system generates a training dataset for training a machine learning model, which includes generating search value vectors for each label based on associated search values. The trained model predicts a target label for a target search vector, which is then used to execute the query.

Career Highlights

May Bich Nhi Lam is currently employed at Oracle International Corporation, where he continues to innovate in the field of technology. His work at Oracle has allowed him to apply his expertise in machine learning to real-world applications, enhancing the company's capabilities in network security.

Collaborations

He has collaborated with notable coworkers, including Venkatakrishnan Gopalakrishnan and Diego Ceferino Torres Dho. These collaborations have contributed to the development of advanced technologies and solutions in their respective fields.

Conclusion

May Bich Nhi Lam's contributions to machine learning and network security through his patents demonstrate his innovative spirit and commitment to advancing technology. His work continues to have a significant impact on the industry.