Anirban Majumder

Title: Anirban Majumder: Innovator in Machine Learning and Artificial Intelligence

Introduction

Anirban Majumder is a prominent inventor based in Bengaluru, India. He has made significant contributions to the fields of machine learning and artificial intelligence, holding a total of five patents. His work focuses on enhancing the capabilities of machine learning models and improving data analysis techniques.

Latest Patents

One of Anirban's latest patents is titled "Confidence score generation for boosting-based tree machine learning models." This invention describes devices and techniques for generating confidence scores for boosting-based tree machine learning models. In this patent, a first record comprising a plurality of input variables is received, and a boosting-based tree machine learning model generates a base model score. This score represents the likelihood that the first record is associated with a specific class. Additionally, a score confidence machine learning model generates a confidence score for the first record, indicating the confidence in the base model score. The first record may then be processed based on this confidence score.

Another notable patent is "Artificial intelligence system for relevance analysis of data stream items using similarity groups and attributes." This invention involves obtaining an indication of a similarity group of items from a data stream. A subset of these stream items is included in an ordered collection and presented via an interface that allows for various types of interactions. Using a dataset that includes interaction records of items in the similarity group, machine learning models are trained to predict a relevance metric associated with specific interactions. The predicted value of this relevance metric is then obtained from a trained model and stored.

Career Highlights

Anirban has worked with several notable companies, including Amazon Technologies, Inc. and Alcatel Lucent. His experience in these organizations has allowed him to develop and refine his skills in machine learning and artificial intelligence, contributing to his innovative work.

Collaborations

Anirban has collaborated with several professionals in his field, including Srinivasan Hanumantha Rao Sengamedu and Prakash Mandayam Comar. These collaborations have further enriched his research and development efforts.

Conclusion

Anirban Majumder is a distinguished inventor whose work in machine learning and artificial intelligence has led to significant advancements in the field. His innovative patents reflect his commitment to enhancing technology and improving data analysis methods.