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H-Freax/README.md

Hi there, I'm Yaoyao Qian(Freax Ruby) ✨

visitors Open Source Love

Hi there! 🌟 As I gear up for my second year at Northeastern University, I reflect on my journey so far. My time as a Machine Learning Engineer Co-op at Lendbuzz was a standout experience. Integrating vLLM into systems and achieving a 175% inference speedup was a highlight, combining technical challenges with real-world impact.

I’m also immersed in exciting research at The Helping Hands Lab, guided by Dr. Robert Platt, where I work on advancing robotic grasping and manipulation systems. 🤖 At the CHATS Lab under Weiyan Shi, my focus lies on building interactive AI systems, privacy-preserving AI, and multi-modal conversational agents. 💬

On a different front, I collaborate with Dr. Rachel F. Adler at the Information Experience and Accessibility Lab at the University of Illinois Urbana-Champaign. Here, I contribute to projects enhancing accessibility in fintech and mHealth for older adults. 🏦

About Me

Before grad school, I honed my skills as a Technical Manager at Zhejiang Chongxiao Zhong Han Medical Technology Co., driving operational improvements of up to 80%. My academic path included impactful research at Wenzhou University of Technology, Wenzhou Bopu Institute of Big Data, and MIE DEMO Studio, where I tackled diverse projects from public opinion analysis to launching a volunteer management platform.

Feel free to reach out! ✨ Whether for collaboration, brainstorming, or just exchanging ideas, I’d love to connect and explore new possibilities together. 💡

News!!!!

What I'm Up To

  • 🌱 I'm currently exploring the vast and exciting field of robotics, aiming to leverage my skills in information systems and data analysis to contribute to innovative solutions. Additionally, I'm actively engaged in HCI research, focusing on enhancing the user experience and accessibility of digital technologies.
  • 📝 Sharing my journey and insights through articles on platforms like CSDN, Zhihu, and Medium, including my latest article on RAG technology in "Athena's Oracle."
  • 🚀 Engaging with the open-source community through projects and collaborations on GitHub, featuring my latest work on GraspNet and Pointnet2 PyTorch Upgrade (v1.13.1), which provides a stable and reliable implementation of these tools.
  • 📫 How to reach me: Gmail LinkedIn CSDN Zhihu Medium
  • ⚡ Fun fact: Passionate about robotics, AI, and everything tech.

🚀 Open Source Projects

✍️ Featured Articles

💼 Professional Experience

  • 💻 Machine Learning Engineer Co-op at Lendbuzz
  • 🏥 Technical Manager at Zhejiang Chongxiao Zhong Han Medical Technology Co

🔬 Academic Experience

🔍 Reviewing Experience

  • AAAI 2025 Workshop WMAC
  • ICLR 2025
  • CoRL 2024 Workshop Assembly
  • CoRL 2024 Workshop LEAP
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  1. ThinkGrasp ThinkGrasp Public

    [CoRL2024] ThinkGrasp: A Vision-Language System for Strategic Part Grasping in Clutter. https://arxiv.org/abs/2407.11298

    Python 50 3

  2. Awesome-Video-Robotic-Papers Awesome-Video-Robotic-Papers Public

    This repository compiles a list of papers related to the application of video technology in the field of robotics! Star⭐ the repo and follow me if you like what you see🤩.

    134 6

  3. GraspNet_Pointnet2_PyTorch1.13.1 GraspNet_Pointnet2_PyTorch1.13.1 Public

    GraspNet and Pointnet2/PointNet++ PyTorch Upgrade (v1.7.1 -> v1.13.1)

    Python 32 4

  4. Awesome-Graph-RAG Awesome-Graph-RAG Public

    This repository compiles a list of papers/resources related to the graph retrieval-augmented generation! Star⭐ the repo and follow me if you like what you see🤩.

    9 2

  5. Athenas-Oracle Athenas-Oracle Public

    Athena's Oracle: Enlightening AI for Document Insight and Discovery AI 驱动的文档洞察引擎

    Python 8 1

  6. CUDA_optimization CUDA_optimization Public

    CUDA入门优化实战

    Cuda 6