AI FDE Intern: Build Production-Ready Physical AI

Univers; Singapore; On-site; SGD 20,000 - 27,000; Full time

Job summary

Univers Global Impact AI Lab is seeking an AI Forward Deployed Engineering Intern to work with AI scientists, engineers, and domain experts to develop real-world AI solutions.

You will learn to translate real-world challenges into concrete use cases, prototype solutions, evaluate models, and contribute to production‑ready AI deployments, gaining hands-on experience with foundation models, multimodal data, and intelligent agents.

Qualifications

• Pursuing a degree in CS/Engineering/AI or related field.
• Strong Python programming and ML framework experience (PyTorch preferred).
• Background in ML, CV, multimodal AI, or related areas.
• Experience from coursework, research, or internships is a plus.
• Strong analytical and problem-solving skills.
• Excellent written and verbal communication; collaborative mindset.

Responsibilities

• Collaborate with AI scientists and engineers to develop AI prototypes and proof-of-concepts for real-world use cases.
• Explore and apply modern AI technologies, including large language models, computer vision, multimodal AI, AI agents, and modern AI engineering techniques.
• Build AI applications, intelligent workflows, and agentic systems using enterprise, operational, and multimodal data.
• Assist in evaluating, adapting, and integrating foundation models for domain-specific applications.
• Help translate ambiguous operational challenges into clear technical solutions with guidance from experienced team members.
• Contribute to AI experiments, model evaluation, benchmarking, and rapid prototyping.
• Collaborate with AI scientists, engineers, product managers, GTM teams, and domain experts throughout the solution development lifecycle.
• Contribute to technical documentation, demonstrations, presentations, and knowledge sharing.
• Continuously learn emerging AI technologies and explore how they can be applied to solve real-world problems.

Skills

Python

PyTorch

Problem solving

Communication

Education

Bachelor's degree (senior undergrad) / Master's / PhD candidate in CS/Engineering/AI

Tools

PyTorch

Git

Jupyter

Job description

Univers Global Impact AI Lab is seeking an AI Forward Deployed Engineering Intern to work with AI scientists, engineers, and domain experts to develop real-world AI solutions.

You will learn to translate real-world challenges into concrete use cases, prototype solutions, evaluate models, and contribute to production‑ready AI deployments, gaining hands-on experience with foundation models, multimodal data, and intelligent agents.