Tianyi Ma
Penshurst,NSW
Summary
Passionate AI researcher with a strong background in deep learning, computer vision, and multimedia. Extensive experience in developing and deploying machine learning models for multi-modal learning, few-shot learning, and domain adaptation. Published research at top-tier conferences, including CVPR, CHI, IJCAI, and WACV, with contributions in knowledge disentanglement, efficient adaptation mechanisms, and AI-driven applications. Skilled in building custom datasets, optimizing model performance, and deploying AI solutions in diverse environments. Experienced in mentoring students, leading workshops, and collaborating on interdisciplinary projects. Proficient in Python, PyTorch, TensorFlow, and various development frameworks. Currently completing a PhD in AI, focusing on lifelong continual test-time adaptation. Looking for opportunities to drive AI innovation and research excellence at TikTok.
Overview
5
5
years of professional experience
Work History
Tutor for Computer Science Workshop
University of Technology Sydney, Broadway
03.2024 - Current
- Introduced students to research methodologies and best practices in computer science.
- Explained fundamental literature review techniques to help students analyze and synthesize existing research.
- Assisted students in identifying and selecting feasible datasets for their research tasks.
- Guided students in setting up experimental environments, ensuring proper configuration for their research projects.
- Provided support in research paper writing, helping students structure and articulate their findings effectively.
Intern Researcher
Baidu Inc.
09.2020 - 12.2021
- Developed deep learning models for multi-modal learning and few-shot learning.
- Processed raw data and constructed a custom multi-modal dataset incorporating audio, text descriptions, key frames, and optical flow from YouTube videos.
- Deployed deep learning models across various web server environments.
- Collected and analyzed experimental data from test runs, identifying key patterns and insights.
- Summarized results and conducted in-depth analyses of experimental findings.
- Authored comprehensive reports and contributed to research papers.
Education
Ph.D. - Computer Science And Technology
University of Technology Sydney
Sydney, NSW12-2025
Bachelor of Science - Computer Science And Technology
Tsinghua University
Beijing, China06-2021
Skills
- Coding Language: Python, C, C#, Java, JavaScript, Sh
- Software: PyTorch, TensorFlow, Anaconda, Docker, Unity
- Academic Paper Writing With Latex, Word
- Data Processing
- Data analysis
- Creative thinking
- Collaboration and teamwork
- Presentation
Timeline
Tutor for Computer Science Workshop
University of Technology Sydney, Broadway
03.2024 - Current
Intern Researcher
Baidu Inc.
09.2020 - 12.2021
Ph.D. - Computer Science And Technology
University of Technology Sydney
Bachelor of Science - Computer Science And Technology
Tsinghua University
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