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AI Research Intern

On-site in Singapore·Full-time·Added over a year ago (last checked 22 Oct)

Overview

Work mode
On-site, Singapore
Contract
Fixed-term contract, full-time hours

Skills

The role

IN-CYPHER is hiring an AI Research Intern to work across Themes 3 and 4. You will explore new approaches to synthetic data generation under differential privacy, aiming to push the utility-privacy frontier for text and multimodal data. A key part of the role is building and validating privacy auditing tools, such as membership inference attacks tailored to synthetic datasets, and designing evaluation protocols to quantify privacy risk.

Requirements

Education: Currently enrolled in or have completed an undergraduate or graduate program in Computer Science/Engineering or a closely related ML/AI field.

Background: Experience in software development, including:

Proficient coding skills (e.g., Python)

Deep learning frameworks (e.g., PyTorch)

Experience with LLMs/NLP and/or AI security (e.g., privacy, robustness)

Main Duties

  • Independently reproduce open-source SOTA methods (e.g., set up virtual environments, replicate training/evaluation pipelines), understand codebases, and read related papers.
  • Develop and improve method frameworks under guidance; select and test new datasets; and produce clear, reproducible experiment reports.
  • Plan and execute work efficiently with good time management, communicate progress promptly, and collaborate effectively with the team.
  • Uphold high standards of research integrity.

Duration: 6 months

Stipend: $1,500 per month

Informal enquiries are greatly welcome and can be directed to Dr Viktor Schlegel v.schlegel@imperial.ac.uk.

Questions about the recruitment process, should go to the HR at Imperial Global Singapore hrigsingapore@imperial.ac.uk.

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