Eshan Verma Email & Phone Number

Cupertino, California, US

Designing on-device machine learning and computer vision algorithms, focussing on algorithm accuracy and generalizability, while optimizing for power & latency. Specialize in augmented reality with human & scene understanding.

Pittsburgh, PA, US

• Build a real-time facial landmarker invariant to poses and mouth positions.
• Apply Generative Adversarial Networks to recover missing information from occluded faces and boost recognition.

Pittsburgh, PA, US

Hold recitations, office hours and help in designing sample questions & course labs for the semester.

Cupertino, California, US

• Implemented the pipelining of inference in Convolutional Neural Networks by ensuring high utilization of resources & memory bandwidth optimization as well as exploiting network capabilities.
• Compared and benchmarked the implementation of various algorithmic kernels with respect to leading open-source & company specific implementations. The feedback was used to help improve kernel design and plan testing.

San Diego, CA, US

• Engineer, Camera HW
• Optimized the camera pipeline design with power-area aware RTL modifications for Snapdragon 7xx/6xx/4xx series for low power and area.
• Built a model for estimation of power consumed in various usecases in the design and achieve proof-of-concept by correlation with actual silicon power numbers.
• Achieved novel dual camera pipeline at the same area and power cost as a single pipeline.
• Collaborated in the investigation of CPU Fmax for Snapdragon 8xx (ARM Cortex-A57) which helped define the product specifications.
• Helped in the implementation of ARM MMU-500 while ensuring high QoR.

Master Of Science (M.S.), Electrical & Computer Engineering

Bachelor Of Engineering (Hons.), Electrical And Electronics Engineering