Nanyang Technological University

Education

ResearchAssociate(LargeVisionLanguageModels)

Singapore, Singapore FULL TIME
The Brief

“Research Associate (Large Vision Language Models) at Nanyang Technological University. Skills: Large Vision Language Models, Deep Learning, Python, PyTorch. Conduct research into adversarial attack and defense mechanisms. Conduct deep learning experiments”

Industry & Context.

Education
Problems you'll solve

Model benchmarking; Model optimization

What They're Looking For.

Must Have

Master’s degree in Computer Science, Electrical/Electronic Engineering, Signal Processing, Machine Learning, or a related field, Research background in Deep Learning, Natural Language Processing, Large Language Models (LLMs), or Large Vision Language Models (LVLMs), Proficient in Python, Proficient in PyTorch

Nice to Have

Familiarity in C/C++, Experience with LLM frameworks, Experience with agentic systems, Experience building automated pipelines, Research publications

What You'll Do.

Conduct research into adversarial attack and defense mechanisms

Conduct deep learning experiments

Benchmark model performance

Evaluate model performance

Optimize model performance

Manage research repository codebase

Write research reports

Write technical manuscripts

Write academic publications

Assist in drafting proposals

How You'll Work.

Team & Collaboration

Engage stakeholders; Guide student assistants

Communication Scope

Oral communication skills in English; Written communication skills in English

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