Experience

 
 
 
 
 
Undergraduate Researcher
CVIG Lab, IIT Gandhinagar
Mentor: Prof. Shanmuganathan Raman
Aug 2024 – Present Gandhinagar, India
  • Estimated subsurface scattering parameters of heterogeneous participating media using multi-view images
  • Developed a framework for VM Decomposition based parameter estimation to render translucent objects
  • Generated Volume Masks using Segment Anything Model followed by Large Steps Shape Optimization
  • Constructed a large-scale dataset using Mitsuba 3, with heterogeneties generated using Fractal-Perline Noise Model.
 
 
 
 
 
Undergraduate Researcher
Sustainability Lab, IIT Gandhinagar
Mentor: Prof. Nipun Batra
May 2024 – Aug 2024 Gandhinagar, India
  • Invited for a talk at Google Air Quality Summit, November 2024.
  • Presented at the ACM Compass Conference'24.
  • Proposed and implemented a LLM-Powered Chatbot System to Democratize Urban Air Quality Information.
  • Assessed the code generation of LLMs ability based on the given system prompts describing the dataset
  • Used GroqChat and MistralAI APIs to get the Large Language Models required for our analysis.
  • Proposed the performance comparison of multiple LLMs for their assess their suitability for the task.
 
 
 
 
 
Undergraduate Researcher
DSP Lab, IIT Gandhinagar
Mentor: Prof. Nithin V George
Jan 2022 – Jun 2022 Gandhinagar, India
  • Proposed and implemented a convex combination based filter that is robust to hybrid data during adaptation.
  • Proposed and implemented the CR-NLMS and CR-VSS-NLMS algorithms for adaptive filtering with censored data.
  • Implemented and evaluated several key algorithms, including Least Mean Square (LMS), Kernel Least Mean Square (KLMS), and techniques involving convex combinations

Achievements

  • Ranked 2nd in the Discipline of Electrical Engineering for the International Internship 2025
  • JTG Summer School ’24, IIT-Hyderabad: Attended Summer School on Signal Processing, Communications, Networks.
  • World Of Engineering ’23: Served as a vice-captain of a 30-member team for an interdisciplinary project.
  • Revive and Thrive Challenge: 2nd runner-up in a competition organized by IR&P at IIT-Gandhinagar.
  • JEE Advanced – AIR 3564: (Aug 2022).
  • JEE Mains – 99.14 Percentile: (Jun 2022).