I am a Machine Learning Research Engineer interested in building robust systems to solve real-world problems, and I enjoy the challenge of taking systems through the complete development cycle, from research to production.

Currently, I work at Distran in Zurich. My work focuses on the development of ML and signal processing pipelines for acoustic imaging and scene understanding, and their deployment on edge devices.

I completed my PhD in Electrical Engineering in 2024 at École Polytechnique Fédérale de Lausanne (EPFL) under the supervision of Prof. Michael Unser. My research was aimed at the development of novel deep learning architectures and algorithms for computational imaging. Before EPFL, I received my Bachelors and Masters dual degree in Electrical Engineering in 2018 from the Indian Institute of Technology Bombay (IITB).

Email  ·  CV  ·  Google Scholar  ·  LinkedIn  ·  GitHub

Updates

Jan 2026 I started a new role as an ML Research Engineer at Distran.
Aug 2024 I joined Distran as a Computational Software Engineer.
Jun 2024 I successfully defended my PhD thesis.
Apr 2023 I presented a tutorial on Bayesian Inference for Inverse Problems: From Sparsity-Based Methods to Deep Neural Networks at IEEE ISBI 2023.
Mar 2023 I gave a talk titled Learning Activation Functions in Neural Networks at MLSP, ENS Lyon.
Jan 2023 I presented a poster on "Bayesian Inversion for Nonlinear Imaging Models Using Deep Generative Priors" at ICMS, Edinburgh.
Sep 2022 I attended the CUSO-MLSTATS summer school on Statistical Machine Learning.
Jun 2022 I attended the IEEE EMBS-SPS summer school on Biomedical Imaging.
Mar 2022 I gave a talk titled Opportunities and Challenges for Generative Adversarial Reconstruction by Distribution Matching (CryoGAN) at the SIAM Conference on Imaging Science (IS22).
Mar 2022 I presented a tutorial on Bayesian Image Reconstruction: From Sparsity-Based Methods to Deep Neural Networks at the SIAM Conference on Imaging Science (IS22).
Sep 2019 I passed my PhD candidacy exam.
Sep 2018 I joined Prof. Michael Unser's Biomedical Imaging Group at EPFL for my PhD.
Aug 2018 I graduated from IIT Bombay.