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Hi. I'm Clare.

I hold an Honours Computing Science degree from Simon Fraser University, Canada.
My passion for computer and technology is inspired early from my childhood favourite comics book, Doraemon. I always believe that those tools can one day appear in real life with the help of technology.
Concretely, I am especially passionate about software development and system infrastructure.

Skills

Data Science & AI

  • Developing highly scalable production ready models for various deep learning and statistical use cases.
  • Experience of working with Computer Vision and NLP projects.
  • Complex quantitative modelling for dynamic forecasting and time series analysis.

    • Web Development

  • Building responsive and attractive UI/UX websites.
  • Maintaining servers and website database.
  • Designing end-to-end, integration and unit test suites for both front-end and back-end services.

    • System Administration

    • Administer Active Directory, Group Policies, and WSUS.
    • Handle Exchange, Microsoft 365.
    • Virtualization with Hyper-V and VMWare.
    • Schedule Backup and Disaster Recovery plans.
    • Implement and manage data security measures.

      • Projects

      A collection of tools and sites I've created

      Dream Home

      Experience
      Discover your dream interior design with personalized images, engaging quizzes, and generativeAI technology.

      Multi Agent Path Finding - Large Neighborhood Search Performance

      Experience
      Multi-Agent Path Finding (MAPF) seeks collision-free paths and optimized path cost for multiple agents in grid-like environments, with critical applications such as Amazon automated warehouse.

      Data Science Salary Prediction

      Data science field salary prediction based on user information such as location, level experience, job title.
      Utilized: PyTorch, Scikit-learn

      myInsurance

      Experience
      A website that finds customized insurance based on user's information.

      Ludo King | Trivia Online Games for Multi-player

      Experience
      Trivia online game allowed multiple players to join and test their knowledge on various topics!

      Plane Detection

      Experience
      Plane Object Detection, Semantic Segmentation, and Instance Segmentation using deep CNN.

      Autism Spectrum Disorder (ASD) Prediction

      Experience
      Attemp to use different machine learning model to predict a person is likely to have Autism Spectrum Disorder or not based on their profile and symptoms.
      Model use: Logistic Regression, SVM, Naive Bayes, KNN, MLP, CNN

      SFU Snap

      Experience
      Designed throughout academic course - User Interface Design Course.
      From student, for student app that provide all essential features.

      Tick-Talk | Real-time Chat

      Experience
      A real-time chat website that matching user randomly to chat.
      Include private chat, group chat, listening music together features.

      3D Reconstruction

      Experience
      Construct a 3D representation of a scene using features extracted from 2D images.

      Analyze Walking Behavior

      Experience
      Calculate the percentage of walking asymmetric based on users' data to prevent injuries.
      Blog Cover

      Blogs

      Occasionally, I craft Medium articles either during involved tasks or upon completing projects. Having discovered numerous helpful articles in Medium, I aspire for my writings to help others facing similar struggles or challenges.