Puneet Mangla is a prominent inventor based in Faridabad, India, known for his contributions to the field of technology with a focus on intelligent systems and machine learning. With a remarkable portfolio of four patents, Mangla is making significant impacts in areas such as assistive technology and neural network training.

Latest Patents

Puneet’s latest patents showcase innovative approaches to solving complex problems in digital form authoring and image processing. One of his notable inventions is the "Assistive Digital Form Authoring," which involves a computing device that employs an authoring system to enhance user interaction with digital forms. The system utilizes a machine learning model to generate input embedding vectors, facilitating a responsive user experience. His other recent patent, "Attributionally Robust Training for Weakly Supervised Localization and Segmentation," focuses on improving neural network classifiers by aligning input images with their corresponding attribution maps. This process enhances the accuracy of image recognition tasks by refining training methodologies using perturbed images.

Career Highlights

Puneet Mangla is currently employed at Adobe Inc., a leader in digital media and marketing solutions. His role at Adobe allows him to harness cutting-edge technology and contribute to the development of innovative solutions that resonate with users worldwide. His work is reflective of the company’s commitment to driving digital transformation through innovative products and services.

Collaborations

Throughout his career, Puneet has collaborated with talented individuals, including Mayank Kumar Singh and Nupur Kumari. These partnerships emphasize the importance of teamwork in the innovation process, fostering an environment where ideas can flourish and evolve into groundbreaking technologies.

Conclusion

Puneet Mangla stands out as an influential inventor whose work is paving the way for advancements in assistive technology and machine learning. With numerous patents under his belt and a strong career at Adobe Inc., he exemplifies the spirit of innovation that drives technology forward. His contributions not only enhance user experiences but also inspire the next generation of inventors and innovators.

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