基本信息
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职业迁徙
个人简介
Currently I am a postdoctoral researcher at the Australian Artificial Intelligence Institute, University of Technology Sydney. I have 5+ years hands-on experience in developing machine learning algorithms for solving complex problems in multiple areas (reinforcement learning, natural language processing, combinatorial optimization, computer vision, mobile edge computing, etc.). I am passionate about new technologies and willing to work with fast-paced teams.
My skills:
- Techniques: Machine Learning, Deep Learning, Reinforcement Learning, Natural Language Processing, Knowledge Graph, Combinatorial Optimization, Intelligent Transportation System, Mobile Edge Computing, Data Analysis, Computer Vision
- Languages: Python, SQL, Shell, Java, Perl, Solidity
- DL & ML: Pytorch, TensorFlow, Scikit-learn, NumPy, SciPy, Pandas
- RL & NLP & CV: OpenAI Gym, TextWorld, Gym-MiniGrid, TensorFlow Agents, PyMARL, TorchText, Stanford CoreNLP, NLTK, NetworkX, Huggingface Transformers, OpenCV, Dlib
- Database: MongoDB, Redis, MySQL, SQLite, PostgreSQL
- Cloud: AWS EC2, S3, Lambda, Sagemaker
- Visualization: Matplotlib, Seaborn, Wandb, TensorBoard
- Project: Git, Github, Bitbucket, Jira, Trello
- Methodologies: Agile, Waterfall
- Others: Linux, Jupyter Notebook, PyCharm, Latex, Markdown, Flask, Tmux, Lucidchart
研究兴趣
论文共 12 篇作者统计合作学者相似作者
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EACLpp.703-726, (2023)
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2020 IEEE Conference on Games (CoG)pp.65-72, (2020)
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D-Core
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