EDB-IPP Project: Advancing Domain-Specific Multimodal Large Language Models and AI Governance for Vertical Domain Applications

Rakuten Asia

Singapore
Not specified; full sponsorship for postgraduate s...
**
Deep learning expertise
Natural language processing skills
Pytorch model training experience
** Rakuten Asia is seeking PhD students for a project focused on developing domain-specific multimodal large language models (MLLMs) and AI governance for various industries. Candidates should possess a strong background in deep learning, machine learning, and natural language processing, particularly with hands-on experience in PyTorch. **

Job Summary

  • This role involves developing domain-specific multimodal LLMs tailored for vertical industries such as e-commerce and fintech through a partnership with the Economic Development Board.
  • Candidates will receive full sponsorship for their postgraduate studies and be hired by Rakuten Asia upon successful completion of the programme.
  • The project focuses on advancing AI governance through intelligent, explainable review systems to ensure responsible deployment in high-stakes applications.

Matching Summary

Match Score: 75

** Rakuten Asia is seeking PhD students for a project focused on developing domain-specific multimodal large language models (MLLMs) and AI governance for various industries. Candidates should possess a strong background in deep learning, machine learning, and natural language processing, particularly with hands-on experience in PyTorch. **

Salary

Not specified; Full sponsorship for postgraduate studies provided; Employment offered upon completion

Skills & Requirements

Must-have

  • Deep learning expertise
  • Natural language processing skills
  • PyTorch model training experience
  • Multimodal AI knowledge
  • Computer vision or NLP specialization

Nice-to-have

  • Audio signal processing expertise
  • LLM project application experience
  • Top-tier conference publications
  • Competition achievements in AI
  • Mixed precision training knowledge

Key Requirements

  • PhD candidate status required
  • Strong academic record in machine learning
  • Hands-on engineering skillsets in PyTorch
  • Experience with distributed training methods

Work Rights

Not specified

Sponsorship: available

Tailored Resume

Cover Letter