Manisha Dubey

Title: The Innovative Mind of Manisha Dubey

Introduction

Manisha Dubey, an accomplished inventor based in New Delhi, India, has made significant contributions to the field of technology with her inventive spirit. With a total of four patents to her name, she has demonstrated her expertise in developing systems that enhance automation and optimize processes within organizations.

Latest Patents

Her latest patents showcase cutting-edge innovation:

1. **Catalog Adoption in Procurement** - This patent describes a system and method that utilizes a trained model employing vectorized word embeddings to create representations for sentences and phrases. The system processes these representations through a Siamese neural network, integrating multiple LSTM stages to identify semantically related matches within catalogs for non-catalog queries. The model is trained using catalog data along with randomized data, applying a contrastive loss function to generate similarity metrics for catalog-non-catalog pairs.

2. **Closed Loop Nodal Analysis** - In this patent, Manisha has introduced an automation optimization engine that performs a closed loop nodal analysis on a process performance tree. By assessing an observed process, it distinguishes between automatable and non-automatable tasks. The engine subsequently employs machine learning techniques to create a recommendation report that delineates steps for converting non-automatable tasks into automatable ones. This optimization process effectively closes the loop, paving the way for enhanced automation.

Career Highlights

Manisha works as an inventor at Accenture Global Solutions Limited, a leading global professional services company known for its expertise in technology and consulting solutions. Her innovative work contributes to the development of advanced technologies that drive efficiency and productivity for clients across various industries.

Collaborations

Collaboration plays a vital role in innovation, and Manisha has worked alongside notable colleagues such as Rajneesh Soni and Maria Encarnacion Garcia. Their collective efforts aim to push the boundaries of what is possible in technology innovation and automation.

Conclusion

Manisha Dubey is a shining example of creativity and technical skill in the realm of innovation. Her patents not only reflect her inventive capabilities but also demonstrate her commitment to advancing technology for better automated processes. As the landscape of innovation continues to evolve, her contributions will undoubtedly inspire future generations of inventors.