Company Filing History:
Years Active: 2023-2025
Title: Arghya Basak: Innovator in Deep Learning and Anomaly Detection
Introduction
Arghya Basak is a prominent inventor based in Pune, India. He has made significant contributions to the fields of deep learning and industrial anomaly detection. With a total of 4 patents to his name, Basak is recognized for his innovative approaches to complex problems in technology.
Latest Patents
One of his latest patents is titled "Method and system for self-supervised training of deep learning based time series models." This invention addresses the challenges of missing data by introducing missing-ness masks. The deep learning model is trained using distorted input data to reconstruct the masked input, employing various distortion techniques such as quantization and random subsequence shuffling. This method leverages the abundance of unlabeled data, making it a cost-effective solution for training deep learning models.
Another notable patent is "Method and system for industrial anomaly detection." This invention focuses on detecting anomalies in industrial environments that generate vast amounts of data. Traditional methods often rely solely on sensor data, but Basak's approach incorporates both quantitative and qualitative metadata. By utilizing a masking technique to handle missing data, this system enhances the accuracy of anomaly detection, ensuring better performance in industrial applications.
Career Highlights
Arghya Basak is currently employed at Tata Consultancy Services Limited, where he applies his expertise in deep learning and data analysis. His work has been instrumental in developing innovative solutions that address real-world challenges in various industries.
Collaborations
He has collaborated with notable colleagues such as Pradeep Rathore and Sri Harsha Nistala, contributing to a dynamic work environment that fosters innovation and creativity.
Conclusion
Arghya Basak's contributions to deep learning and industrial anomaly detection highlight his role as a leading inventor in the technology sector. His innovative patents reflect a commitment to solving complex problems and advancing the field of artificial intelligence.