I am a PMRF Research Scholar in the Discipline of Electrical Engineering at nanoDC Lab, IIT Gandhinagar working with Prof. Nihar Ranjan Mohapatra. I am currently working on Machine learning assisted device-process co-optimization for next generation CMOS technologies.

Research interests

⇒ Application of Machine Learning in Semiconductor Research
⇒ Advanced CMOS Devices
⇒ Semiconductor Process Modeling and Optimization
⇒ Next-generation CMOS Device Design

Education

• PhD (PMRF) in Electrical Engineering, IIT Gandhinagar, January 2021 - Present
• B.Tech in Electronics and Communication Enineering, College of Technology, GBPUA&T, 2016-2020.

Technical Skills

EDA Tools - Synopsys TCAD, Topography, Process Explorer, Quantum ATK, Silvaco Victory Process Analytics, Cadence Virtuoso, Xilinx ISE Design Suite, MATLAB, LT-Spice, TINA, Arduino

Programming - Python, Verilog, Verilog-A, Shell

Work experience

• April 2025- August 2025: Research Intern, Micron, India Technology Development- Advanced Modeling
  • Devised a novel ML methodology for modeling and reverse engineering with interpretable insights, for high dimensional and less sampled processes.
• April 2024- October 2024 Research Intern, Applied Materials, India, Process Modeling Group
  • Designed a custom Particle Monte-Carlo simulator for modeling feature-scale etching and deposition processes. Implemented a Machine Learning framework for modeling and optimization of Inner-Spacer etching process in Gate-All-Around FETs.
• December 2022 - Present : Chairperson - IEEE Electron Devices Society IITGn
  • Student Branch Chapter, IIT Gandhinagar
• July 2022 - Present : PMRF-NPTEL Teaching Assistant
  • NPTEL
  • Course: Analog Electronic Circuits (IITD), Digital Electronic Circuits (IITKGP), Digital System Design (IITRPR), Introduction to Semiconductor Devices (IITH)
• 2021 - Present: Teaching Assistant
  • IIT Gandhinagar
  • Courses: Introduction to Analog and Digital Electronics, Physics of Transistors, Microelectronics Lab, Analog CMOS IC Design
• 2022 - Present: Graduate Teaching Fellow
  • IIT Gandhinagar
  • Course: Introduction to Analog and Digital Electronics (2022), Analog CMOS IC Design Lab (2023)
• Summer 2019: Student Trainee
  • Bharat Heavy Electricals Limited, Haridwar
  • Topic: Computerised Numeric Control
  • Supervisor: Shri PC Sinha, Deputy Manager, BHEL, Haridwar
• August 2017 - August 2020: Technical Head & Treasurer
  • Robotics Club Pantnagar

Relevant Coursework

• Physics of Transistors
• Carrier Transport in Advanced Semiconductor Devices
• Microfabrication and Semiconductor Processes
• Machine Learning
• Analog CMOS IC design
• VLSI Design
• Microelectronics lab
• Quantum Chemistry
• Artificial Intelligence
• Computing with Python
• Electronics Instrumentation