Mar 2026 – Present · 3 mos

Mar 2023 – Mar 2026 · 3 yrs

• Machine Learning Systems at Samsung.
• Currently accelerating Generative AI models for Samsung devices.
• Development of end-to-end systems for efficient compilation and inference of deep learning models on edge devices for Samsung.
• Includes development and research of efficient methods & algorithms required for ondevice inference of ML/DL models for Galaxy devices.

Mar 2021 – Mar 2023 · 2 yrs

• Machine Learning Systems at Samsung.
• Research and Development for the acceleration of deep neural network use-cases on edge devices via distributed heterogeneous computing.
• Performance, Power and Memory Optimizations for AI-enabled Samsung Camera vision use-cases.

Mar 2019 – Feb 2021 · 1 yr 11 mos

• Development of System Software for Machine Learning use-cases on Samsung Mobile Devices.
• Power efficient and Accelerated Inferencing of complex deep learning solutions on Mobile Devices.
• Represented Samsung at Headquarters Device Solutions Research, South Korea for the integration of several Camera vision use-cases for Galaxy S20 and Note 20 devices.
• Contributions for over 40x performance/power/memory improvement & efficient deployment of over 20 USP features.

Jun 2017 – Feb 2019 · 1 yr 8 mos

• Acceleration of deep neural computer vision use-cases for Samsung Mobile Devices.
• Work lies in the intersection of High-performance computing and AI of different DNN Engines like Caffe, Tensorflow, TfLite across heterogeneous computing units like CPU, GPU, DSP and NPUs.

May 2016 – Jun 2016 · 1 mo · Bengaluru, Karnataka, India · On-site

• Built a password manager in Javascript using Chrome APIs which has multiple optimal features.
• Studied the cryptographic encryption algorithms used in various password managers.