LLM & Agent Algorithm Project Intern (Search) - 2026 Start (PhD)
Tasks
- Automate hyperparameter tuning
- Build agent loop training inference evaluation
- Build search-domain LLM foundation
- Create automated evaluation and reward verifier systems
- Design long-term memory mechanisms
- Develop agent execution framework
- Develop automated evaluation frameworks
- Develop multimodal AIGC creation workflows
- Develop self improvement closed loop
- Implement long horizon task agents
- Implement multi agent scheduling and collaboration
- Implement visual search and OCR systems
- Optimize LLM inference performance
- Optimize post training pipeline
- Orchestrate tool calling and planning
- Support on device intelligence
- Synthesize and filter synthetic training data
Perks/Benefits
- N/A
Skills/Tech-stack
Agent Orchestration | Agent systems | Automated testing | Context modeling | Data Quality | Deep learning | Hyperparameter Tuning | LLM Evaluation | Language Models | Language Processing | Large Language Models | Long Context | Long Context Modeling | Machine Learning | Model Optimization | Multi-Agent | Multi-Agent Systems | Multi-Modal | Multi-Modal Learning | Natural Language | Natural Language Processing | Object Detection | Optical character recognition | Planning | Python | Reinforcement Learning | Reward Modeling | Scheduling algorithms | Synthetic data | Tool-Calling | Vision Language Models | Vision-language
Education
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