Yashas Puttaswamy
GPU Performance Engineer @ Samsung Semiconductor
About
Graduate Robotics and Artificial Intelligence student actively seeking full-time opportunities. 2+ years of professional experience in GPU and AI. Focused on Computer Vision, Natural Language Processing, Generative AI, GPU Architecture/computing, and ML Accelerators.
United States
San Jose
Computer Software
BERT (Language Model), GPU profiler, Large Language Models (LLM), Generative AI, Graphics, C++, Computer Vision, GPU architecture, Natural Language Processing (NLP), OpenCL, Parallel Computing, Unreal Engine 4, Ray Tracing, Deep Learning, PyTorch, Data Science, Jenkins, Python (Programming Language), Algorithms, Machine Learning
Experience
GPU Performance Engineer
Samsung Semiconductor
San Jose, California, United States
GPU architecture research intern
Samsung Semiconductor
San Jose, California, United States
Optimized GEMM for CNN/LLM models, deployed Stable Diffusion on Samsung GPUs using TFlite GPU delegates, and analyzed GPU counter traces to identify bottlenecks. Developed Computer Vision models to enhance gaming FPS via frame extrapolation
Tutor
America Reads*America Counts
Tempe, Arizona, United States
Tutor for a 6th-grade student.
Graduate Student Assistant
Arizona State University
Tempe, Arizona, United States
Grader for IEE 577/CS 598 Data Science for System Decision Analytics
Software Engineer
MulticoreWare Inc
Chennai, Tamil Nadu, India
Developed and optimized PyTorch operations for Intel Habana Gaudi AI processor, created operation workflows, and automated testing/debugging with pytest.
Machine Learning Intern
MulticoreWare Inc
Chennai, Tamil Nadu, India
Researched and developed 2D human pose estimation models, surpassing state-of-the-art HR-Net by 3% in mAP. Optimized image augmentation features in AMD's Radeon Performance Primitive (RPP) using OpenCL.
Machine Learning Intern
Scanta
Developed NLP models for sentence pair similarity and Machine vs Human-generated sentence classification using Large Language Models, utilizing Docker and shell scripting for automation and managing Docker images for the sentence similarity task.
Education
Arizona State University
Robotics and Autonomous Systems - Artificial Intelligence Concentration
Related Coursework: Artificial Intelligence, Computer Architecture 2, Linear Algebra, Data Processing at Scale, Data Visualization, Statistical Machine Learning, Embedded Machine Learning, Robotic Systems, Knowledge Representation
Vidyavardhaka College of Engineering
Electronics and Communications Engineering
Yashas Puttaswamy's Contact Information
Phone
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