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4 days ago
About the Role:
Nanyang Technological University's National Centre for Research in Digital Trust (DTC) aims to position Singapore as a strong trust hub. The centre supports efforts to create a trusted digital environment by providing assurance and confidence to businesses and consumers during digital transformation.
The centre seeks an experienced researcher to conduct advanced research in Generative AI, focusing on multimodal Large Language Models (LLMs). Responsibilities will include investigating and implementing methodologies to ensure AI authenticity, accountability, and digital content integrity.
Key Responsibilities:- Develop machine learning and deep learning algorithms, including machine unlearning techniques, to enhance model robustness and reliability.
- Design and execute AI testing frameworks to assess and mitigate risks in AI systems.
- Publish findings in top-tier conferences and journals, contributing to the broader AI and machine learning research community.
- PhD degree in computer science/engineering or related fields.
- Proficiency in Python is required, with experience in other programming languages such as Java, C/C++, or Go, and frameworks like PyTorch or TensorFlow being advantageous.
- Experience in developing and deploying machine learning models, particularly in natural language processing (NLP) and large language models (LLMs), including data preprocessing, feature extraction, model training, and evaluation.
- Strong knowledge of machine learning and deep learning techniques, including machine unlearning, and AI testing.
- Ability to communicate complex technical concepts effectively to both technical and non-technical stakeholders.
- Strong analytical and problem-solving skills, with a focus on developing innovative solutions for multi-modal LLMs.
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