This inventor holds 1 USPTO granted patent. Top assignee: Genpact USA, Inc.. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Innovations of Chinmay Prakash
Introduction
Chinmay Prakash is an accomplished inventor based in Bengaluru, India. He has made significant contributions to the field of data generation through his innovative patent. His work focuses on enhancing the capabilities of synthetic data generation, which is crucial for various applications, including machine learning.
Latest Patents
Chinmay Prakash holds a patent titled "Dynamic electronic data generation through human-guided multi-agent collaboration." This patent introduces a multi-agent framework for generating synthetic data. It features a human-in-the-loop agent that processes schema definitions, optional seed data, and domain-specific context to create structured schema JSON. Additionally, an orchestrator agent breaks down electronic data generation into subtasks, utilizing various autonomous agents such as a topic modeling agent, an input enrichment agent, a variability injection agent, and a data generation agent. The topic modeling agent leverages a large language model to extract hierarchical categories and salient keywords. The input enrichment agent enhances categories through retrieval and keyword expansion, while the variability injection agent simulates real-world irregularities. Finally, the data generation agent synthesizes multimodal datasets, which are validated for coverage, schema conformity, and distributional balance, making them suitable for training and validating machine learning models.
Career Highlights
Chinmay Prakash is currently employed at Genpact USA, Inc., where he applies his expertise in data generation and machine learning. His innovative approach has positioned him as a valuable asset in his field.
Collaborations
Chinmay has collaborated with notable colleagues, including Ayush Sinha and Prakash Selvakumar. Their teamwork has contributed to the advancement of projects within their organization.
Conclusion
Chinmay Prakash's contributions to the field of synthetic data generation exemplify the importance of innovation in technology. His patent and collaborative efforts highlight his commitment to advancing machine learning applications.