Sagnik Mukherjee

Title: Innovations of Sagnik Mukherjee

Introduction

Sagnik Mukherjee is a notable inventor based in Kolkata, India. He has made significant contributions to the field of technology, particularly in text summarization and phase lock loop circuits. With a total of four patents to his name, Mukherjee's work showcases his innovative approach to solving complex problems.

Latest Patents

One of his latest patents is the "Auto-creation of custom models for text summarization." This system auto-generates text summarization models by utilizing a combination of neural architecture search and knowledge distillation. The process involves sampling a search space to select a network architecture for the text summarization model, followed by fine-tuning a language model for the specific task. The generated model can then produce summaries for given text inputs.

Another significant patent is the "Fractional-N phase lock loop (PLL) with noise cancelation." This PLL circuit features a fractional-N divider that generates a feedback signal. It includes a noise cancelation circuit that produces synchronized feedback signals to apply noise-canceling currents to the charge pump output current. This innovation enhances the performance of PLL circuits by effectively managing noise.

Career Highlights

Sagnik Mukherjee has worked with prominent companies such as STMicroelectronics International N.V. and Adobe, Inc. His experience in these organizations has allowed him to develop and refine his skills in technology and innovation.

Collaborations

Throughout his career, Mukherjee has collaborated with talented individuals, including Ankit Gupta and Saurabh Mahapatra. These collaborations have contributed to the advancement of his projects and innovations.

Conclusion

Sagnik Mukherjee's contributions to technology through his patents and collaborations highlight his role as an influential inventor. His work continues to impact the fields of text summarization and circuit design.