Location History:
- Telangana, IN (2021 - 2023)
- Hyderabad, IN (2010 - 2024)
Company Filing History:
5 out of 3,145 
4 out of 1,448 
2 out of 54,834 
Years Active: 2010-2025
Title: Innovations by Rajdeep Singh Dua
Introduction
Rajdeep Singh Dua is a prominent inventor based in Hyderabad, Telangana, India. He has made significant contributions to the field of technology, particularly in machine learning and predictive analytics. With a total of 11 patents to his name, Dua has established himself as a leading figure in innovation.
Latest Patents
One of his latest patents is titled "Hierarchical neural network based implementation for predicting out of stock products." This invention involves a hierarchical neural network that predicts out of stock products by processing data from various sources. The system includes an input layer that receives data from disparate datasets, a first level of neural networks that processes this data, and a second level that concatenates the learned representations into a combined vector. The third level utilizes a feed-forward network to output an out of stock probability, helping retailers identify which products are likely to be out of stock over a predetermined timeframe. Another notable patent is "Synthetic data generation for machine learning model simulation." This method provides a system for generating synthetic data based on a schema configuration file, enabling client applications to utilize this data in prediction models for analytics platforms.
Career Highlights
Rajdeep has worked with notable companies such as Salesforce, Inc. and Salesforce.com, Inc. His experience in these organizations has allowed him to hone his skills in data analytics and machine learning, contributing to his innovative projects.
Collaborations
Some of his coworkers include Joy Mustafi and Lakshya Kumar, who have collaborated with him on various projects, enhancing the scope and impact of his inventions.
Conclusion
Rajdeep Singh Dua's contributions to technology through his patents and work experience highlight his role as an influential inventor in the field of machine learning and predictive analytics. His innovative solutions continue to shape the industry and provide valuable insights for retailers and businesses alike.