Arbeitende/r Student/in - Paragon Estates, CO, United States - Infinity Systems

Infinity Systems

Verified Company

Paragon Estates, CO, United States

2 weeks ago

Posted by:

James Miller

beBee Recruiter

Freelance

Description

Your mission:

Are you seeking an opportunity to gain hands-on experience in supporting the development, implementation, and maintenance of 3D synthetic data pipelines? This position offers valuable learning opportunities for students interested in data engineering, machine learning, and software development while contributing to real-world projects.

Key Responsibilities:

Pipeline Support and Development:
Assist in designing, developing, and maintaining 3D synthetic data pipelines under the guidance of experienced engineers.
Contribute to the implementation of data generation, transformation, and validation processes.
Data Generation and Transformation:
Support the development of algorithms and methodologies for generating 3D synthetic data that accurately reflects realworld characteristics.
Assist with data transformation tasks to preprocess raw data and prepare it for 3D synthetic data generation.
Quality Assurance and Testing:
Participate in quality assurance activities by conducting tests and validations to ensure the accuracy and reliability of 3D synthetic datasets.
Collaborate with team members to identify and address issues in the data generation process.
Research and Performance Optimization:
Participate in research projects aimed at integrating advanced rendering techniques, such as diffusion models or differentiable rendering, to optimize 3D synthetic datasets.
Contribute to enhancing visual search models by improving dataset quality, with a focus on realism and performance optimization.
Collaboration and Learning:
Collaborate with crossfunctional teams, including data scientists, engineers, and researchers, to understand project requirements and contribute effectively.
Engage in continuous learning by