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Tri-global Solutions Group Inc.

AI Resident – Learning From Videos

Tri-global Solutions Group Inc.

AI Resident focused on developing multi-modal models in robotics for Toyota Research Institute. Collaborating on ambitious problems in embodied AI and spatio-temporal reasoning.

Posted 7/20/2026full-timeLos Altos • California • 🇺🇸 United StatesMid-LevelSenior💰 $45 - $60 per hourWebsite

Core Competencies

Role fit
Core Competencies

Use this summary to align your resume positioning with the role.

Demonstrates expertise in developing and deploying algorithms for Multi-Modal and 4D reasoning, with a strong focus on computer vision applications in robotics. Proven ability to handle large-scale datasets and contribute to research through publications and open-source projects.

Highest-signal resume keywords
Algorithm DevelopmentComputer VisionRoboticsResearch PublicationsCollaborative Mindset

ATS Keywords

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Applicant Tracking System Keywords

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Hard Skills
Multi-Modal Reasoning4D ReasoningMachine LearningData IngestionStreaming DataOnline LearningContinual LearningMaintainable CodeTechnical ProjectsOpen-Source Contributions
Soft Skills
Strong Communication SkillsCollaborative MindsetQuick Learner
Certifications & Qualifications
Bachelor's Degree in Computer ScienceMaster’s Degree in Electrical EngineeringMaster’s Degree in Robotics
Industry Keywords
RoboticsComputer Vision ApplicationsEmbodied SystemsHuman-Robot CollaborationDexterous Manipulation

About the role

Key responsibilities & impact
  • Develop, integrate, and deploy algorithms for Multi-Modal and 4D reasoning targeting physical applications.
  • Handle the ingestion of large-scale datasets for training, including streaming, online, and continual learning.
  • Contribute innovative solutions at the intersection of machine learning, computer vision, and robotics to improve real-world task performance.
  • Work closely with robotics and machine learning researchers and engineers to understand theoretical and practical needs.
  • Follow best practices producing maintainable code, both for internal use as well as for open-sourcing to the scientific community.
  • Contribute to research publications and technical reports.

Requirements

What you’ll need
  • Bachelor's or Master’s degree in Computer Science, Electrical Engineering, Robotics, or a related technical field.
  • Exceptional candidates with equivalent research experience (e.g., strong publication record, open-source contributions, or industry research experience) are encouraged to apply.
  • Strong background in computer vision and its applications to robotics and embodied systems.
  • Demonstrated research experience through publications, technical projects, or open-source contributions.
  • Strong communication skills and a collaborative mindset, with the ability to learn quickly and contribute to team research efforts.
  • Passionate about assisting and amplifying older adults and those in need through dexterous manipulation, human-robot collaboration, and physical assistance innovation.

Benefits

Comp & perks
  • medical, dental, and vision insurance
  • paid time off benefits (including holiday pay and sick time)