Shengxiang Sun

Shengxiang Sun Email and Phone Number

Machine Learning Researcher | Enabling 3D Perception for Autonomous Robots for Scientific Discovery @ Robot Vision and Learning Lab @ UofT
Toronto, ON, CA
Shengxiang Sun's Location
Scarborough, Ontario, Canada, Canada
About Shengxiang Sun

Hey there! I'm currently pursuing my Honors Bachelor of Science in Computer Science at the University of Toronto, Scarborough, with a keen interest in advancing my knowledge and expertise in Artificial Intelligence. My passion for AI led me to engaging internships and research opportunities, where I've had the privilege to contribute to cutting-edge projects.During my time as a Machine Learning Engineer Co-op at Loblaw Digital, I played a pivotal role in enhancing automated systems using Gemini Pro, GPT-4 Vision, Python, Docker, and Google Cloud Platform, resulting in significant efficiency gains for email responses and product description generation.Prior to this, I honed my skills as a Machine Learning Algorithm Researcher Intern at H3C, where I immersed myself in the latest algorithm designs and implementations. My contributions ranged from mentoring colleagues on Machine Learning research paper concepts to optimizing testing and training algorithms, all while exploring innovative tools like PyTorch, HuggingFace, and Conda.Beyond industry exposure, I bring academic research experiences to the table. As a Deep Learning Researcher at UofT's Department of Computer Science, I focused on tackling AI safety and interpretability challenges. By conducting literature surveys and giving presentations, I investigated current trends and problems in Neurosymbolic AI models, such as DeepProbLog, which combines neural networks with symbolic reasoning models.Furthermore, I'm currently doing a full time research position as a Machine Learning Researcher at Robot and Vision Learning Lab. I will be exploring methods to effectively integrate 3D object detection with autonomous robots to enhance navigation and task solving capabilities.When I'm not immersed in the world of AI, you can find me indulging in my love for music by playing the piano. I believe in the power of music as a stress-reliever and a source of inspiration.I'm always eager to connect with like-minded individuals and explore new opportunities in the AI landscape. Feel free to reach out to me here on LinkedIn or at owen.sun@mail.utoronto.ca. Let's connect and explore the exciting possibilities together!

Shengxiang Sun's Current Company Details
Robot Vision and Learning Lab @ UofT

Robot Vision And Learning Lab @ Uoft

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Machine Learning Researcher | Enabling 3D Perception for Autonomous Robots for Scientific Discovery
Toronto, ON, CA
Shengxiang Sun Work Experience Details
  • Robot Vision And Learning Lab @ Uoft
    Machine Learning Researcher | Enabling 3D Perception For Autonomous Robots For Scientific Discovery
    Robot Vision And Learning Lab @ Uoft
    Toronto, On, Ca
  • Robot Vision And Learning Lab @ Uoft
    Machine Learning Researcher | Enabling 3D Perception For Autonomous Robots For Scientific Discovery
    Robot Vision And Learning Lab @ Uoft May 2024 - Present
    Toronto, Ontario, Canada
    - Awarded the Mathematical & Computational Sciences Research Award (MCSRA) to engage in full-time research focused on 3D computer vision and robotics under the supervision of Prof. Florian Shkurti
  • Loblaw Digital
    Machine Learning Engineer
    Loblaw Digital Jan 2024 - Apr 2024
    Toronto, Ontario, Canada
    - Enhanced an automated email reply system using Google’s Gemini Pro and Python, resulting in over 3400 correctly automated email replies per week- Developed an end-to-end pipeline for enhanced shopping experience with GPT-4 Vision, which automatically generated product descriptions for 154,286 products sold at Loblaws, Shoppers Drug Mart, and Joe Fresh
  • Department Of Computer Science, University Of Toronto
    Deep Learning Researcher | Learning And Reasoning Over Raw Pixels With Symbol Grounding
    Department Of Computer Science, University Of Toronto Dec 2023 - Apr 2024
    Toronto, Ontario, Canada
    - Advisor: Prof. Xujie Si- Investigating instances where Neurosymbolic Models outperform Deep Learning Models and Large Language Models in highly logical problem-solving tasks, such as image-based puzzle solving.- Conducting literature surveys in Neurosymbolic AI, including Reasoning Shortcuts in popular Neurosymbolic Models like DeepProbLog, and Knowledge Graphs.- Striving for advancements in AI safety, interpretability, and logical reasoning, by fine-tuning Mask R-CNN using TensorFlow on Google Colab to enhance facial detection capabilities, specifically targeting additional features such as eyes, noses, and mouths.
  • H3C
    Machine Learning Algorithm Researcher
    H3C Jul 2023 - Aug 2023
    Beijing, China
    - Researched the latest machine learning algorithms and methods by reading arXiv papers, learning foundational and innovative AI ideas- Analyzed the performance of Machine learning models by testing them on MobaXterm, PyCharm, and WebUI, gaining hands-on experience in managing and interacting with models like Llama2, SDXL, Dreambooth, and InstructPix2Pix
  • City Of Burlington
    Assistant Lifeguard
    City Of Burlington Sep 2019 - Mar 2020
    Burlington, Ontario, Canada
    - Collaborated with 12 colleagues for 2 hours weekly by communicating verbally and through Outlook, resulting in designing 3 effective plans for teaching children to swim- Communicated and taught 22 children with the plans, resulting in 19 of them to pass the course
  • My French Club Inc
    French Instructor
    My French Club Inc Jun 2018 - Mar 2020
    Mississauga, Ontario, Canada
    -Taught 32 children with French, resulting in 30 of them to pass the french reading and writing tests-Communicated with 15 co-workers, 2 managers, and 3 children’s parents using french and english, ensuring that all of them stays informed at all times

Shengxiang Sun Education Details

Frequently Asked Questions about Shengxiang Sun

What company does Shengxiang Sun work for?

Shengxiang Sun works for Robot Vision And Learning Lab @ Uoft

What is Shengxiang Sun's role at the current company?

Shengxiang Sun's current role is Machine Learning Researcher | Enabling 3D Perception for Autonomous Robots for Scientific Discovery.

What schools did Shengxiang Sun attend?

Shengxiang Sun attended University Of Toronto Scarborough, Glenforest Secondary School.

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