
Senior AI Researcher
1 week ago
Design, implement, and optimize decentralized AI systems prioritizing autonomy, scalability, and privacy.
Oversee model deployment and testing in adversarial and resource-constrained environments.
Develop and deploy solutions using advanced topology optimization, probabilistic device selection, and game-theoretic frameworks.
Build secure platforms supporting model exchange, incentive alignment, and compliance.
Collaborate actively on enterprise research projects, especially those involving A*STAR or similar agencies.
Ph.D in CS, Data Science, AI or related field from a Global Top 10 institution.
5+ years of applied ML/AI experience in an enterprise / multinational corporation (MNC).
Proven record: patent writing, technical disclosures, publications in top-tier AI venues.
Demonstrable expertise in privacy-preserving AI and federated learning.
Hands-on experience building decentralized AI systems (autonomy, scalability, privacy).
Strong understanding of topology optimization, probabilistic device selection, and game-theoretic techniques.
Prior experience building platforms for model exchange, incentive alignment, and compliance.
Proficient in model deployment/testing tools ; with deep experience under adversarial/resource constraints.
Prior collaborative work with A*STAR or similar agencies , familiar with their research resources and procedures.
Competitive salary, with scope for equity participation..
Opportunity to work with pioneering AI researchers in a fast-growing field.
High-impact work at the forefront of AI, security, and synthetic media detection.
Collaborative and inclusive team culture.
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Singapore LEAPWAVE PTE. LTD. Full time**Responsibilities**: - Design, implement, and optimize **decentralized AI systems**prioritizing autonomy, scalability, and privacy. - Oversee **model deployment and testing**in adversarial and resource-constrained environments. - **Develop and deploy solutions**using advanced topology optimization, probabilistic device selection, and game-theoretic...