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AI Research Intern
Samsung Electronics. Design and develop agentic systems that exhibit autonomous decision-making, goal-setting and task completion .
Tech Stack
Tools & technologiesPythonPyTorch
About the role
Key responsibilities & impact- Design and develop agentic systems that exhibit autonomous decision-making, goal-setting and task completion
- Design and optimize agentic memory and memory agent frameworks, and multi-agent-interactions
- Finetune and deploy various LLMs and adaptors for on-device and on-server applications using various optimization techniques including reinforcement learning and supervised finetuning
- Contribute code libraries by adding new features and improving its capabilities
- Lead the development of software prototypes and experimental systems, ensuring high code quality and maintainability
- Collaborate with a multidisciplinary team of researchers and engineers to integrate research findings into Samsung products and services.
Requirements
What you’ll need- Currently studying for a PhD in Computer Science, Engineering, Mathematics or a related discipline (or just completing)
- Masters graduate with relevant knowledge and experience also considered
- Publication in top-tier conferences and journals, such as NeurIPS, ICML, ICLR, EMNLP, CVPR, ICCV, ECCV, AAAI, ACL, IEEE TPAMI, IEEE TNNLS, IJCV, and JMLR
- Deep technical expertise on LLMs: Expertise in fine-tuning, prompt engineering and deploying HuggingFace models and vLLMs
- Proven track record in single and multi-agent system design
- Proficiency in reinforcement learning (RL) and supervised finetuning (SFT) to train and finetune Agentic AI modules
- Proficiency in designing memory systems (episodic, semantic and procedural memory, and other tools like vector and chrome databases)
- Expert proficiency in Python programming language
- Proficiency in Pytorch, with experience in NLP tasks.
Benefits
Comp & perks- Hybrid Working: 3 days onsite (minimum) and 2 days working from home weekly
ATS Keywords
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Hard Skills & Tools
autonomous decision-makinggoal-settingtask completionagentic memory frameworksmulti-agent interactionsfine-tuningreinforcement learningsupervised finetuningPythonPytorch
Soft Skills
collaborationleadershipcode qualitymaintainability
Certifications
PhD in Computer ScienceMasters in relevant discipline