2024 Summer Intern, Machine Learning for XR

Samsung Research America (SRA)

Apr 1

Applications are closed

Internship
Full-time
Summer Internship
Data
Mountain View

Requirements

Currently pursuing a Master's/PhD degree in Computer Science or a relevant field
Expected to complete the degree by July 2025 or earlier for PhD candidates and by 2024 for Master's candidates
Strong programming skills in Python, with a demonstrated ability to work on 3D and generative projects
Familiarity with NeRF, Gaussian Splatting, and other generative techniques is a strong plus, along with a passion for 3D imaging and generative AI
Knowledge of ML frameworks, including TensorFlow, PyTorch, or similar, is highly desirable
Understanding of web technologies and/or web extensions is an advantage
Special Attributes:
Hands-on experience with ML frameworks like TensorFlow and PyTorch, especially in the context of 3D and generative models
Excellent verbal and written communication skills to convey complex ideas effectively
Familiarity with 3D scanning technologies and an eagerness to explore innovative approaches
A strong commitment to code quality, writing clean, scalable, and high-performance code
The ability to work both tactically and strategically, contributing to immediate tasks while aligning with long-term goals

Responsibilities

Test and evaluate Machine Learning (ML) models on the latest Galaxy devices, with a specific focus on 3D, NeRF, Gaussian Splatting, and Generative AI applications
Conduct research and evaluate state-of-the-art papers and projects in the field of 3D imaging and generative models
Collect and preprocess ML training data, ensuring its suitability for 3D and generative tasks
Actively participate in our innovation process, contributing to prototypes, research papers, and patent development
Collaborate closely with other team members to establish an effective pipeline for implementing and deploying ML solution
Propose creative and innovative solutions to meet product goals, with an emphasis on 3D, NeRF, Gaussian Splatting, and Generative AI

Samsung Research America (SRA)

Technology

Industry

1001-5000

Employees

Mission & Purpose

Founded in October 1988, Samsung Research America (SRA) builds upon Samsung’s 40-year history in the Bay Area. Headquartered in Silicon Valley, with offices across the United States and Canada, SRA is engaged in researching emerging technology to create new businesses and developing core technology to enhance the competitiveness of Samsung products. We also play a key role in providing the infrastructure to support Samsung’s open innovation and university collaboration activities.