Hunter Zhang
PhD@NTUsg Focus on MLSys and LLM Agent
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About
Hunter Zhang works in AI engineering and ML & data science, based in Bay Area (ByteDance Seed). PhD@NTUsg Focus on MLSys and LLM Agent. Public projects on GitHub include AI-Infra-from-Zero-to-Hero (Awesome System for Machine Learning AI System Papers and Industry Practice), Awsome-Deep-Learning-for-Video-Analysis (Papers, code and datasets about deep learning and multi-modal learning for video analysis) and PyTorch-Object-that-Sounds (The unofficial implementation for ICCV17 paper "Object that sounds"), mostly written in Python, JavaScript and Jupyter.
Projects 6
- github.com
AI-Infra-from-Zero-to-Hero
Awesome System for Machine Learning AI System Papers and Industry Practice. System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. Llama3, Mistral, etc. Video Tutorials.
Awsome-Deep-Learning-for-Video-Analysis
Papers, code and datasets about deep learning and multi-modal learning for video analysis
github.comPyTorch-Object-that-Sounds
The unofficial implementation for ICCV17 paper "Object that sounds"
github.com- github.com
deform_mask.pytorch
The performance is still lower than expectation
Deep-Learning-for-Yelp-Dataset
CI6205 course project
github.comActive-Learning-as-a-Service
A scalable & efficient active learning/data selection system for everyone.
github.com