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ruicore/README.md

👨‍💻 About Me

I’m a backend software engineer with 5 years of professional experience in Python, currently pursuing a Master’s degree in Data Analytics and Artificial Intelligence at Hong Kong Baptist University.

I specialize in building scalable backend systems, crafting clean APIs (REST & GraphQL), and working with PostgreSQL, MySQL, and other relational databases.

Over the years, I’ve designed and delivered production-ready services—from permission systems and OAuth2 integrations to internal SDKs that streamline team workflows. I value clean architecture, coding standards, and enjoy mentoring junior developers.

🧠 Current Focus

I'm currently exploring the intersection of software engineering and machine learning.

My academic research focuses on facial expression recognition using CNNs and GAN-generated synthetic data, with hands-on experiments involving:

  • StyleGAN2-ADA
  • ResNet, EfficientNet
  • UMAP, t-SNE
  • Tracked using PyTorch Lightning and Weights & Biases (wandb)

I also build full-stack projects such as Telegram chatbots deployed using Docker and Heroku as part of my learning and teaching journey.

🔧 Technical Highlights

  • Languages: Python, SQL, JavaScript
  • Frameworks: FastAPI, Flask, Django, PyTorch Lightning, SQLAlchemy
  • DevOps: Docker, Git, Heroku, CI/CD pipelines
  • ML/AI: CNNs, GANs, Transformers, Diffusion Models, Performance Optimization
  • Tools: wandb, TensorBoard, UMAP, t-SNE, PCA
  • Deployment: Webhooks, Heroku, Dockerized bots, RESTful microservices

🌍 Languages & Communication

  • Native Chinese speaker
  • Proficient in English (IELTS 6.5 overall; Reading 7.5)
  • Passionate about cross-language expression and grammar insights

🏋️ Personal Interests

I’m committed to fitness and mental clarity:

  • I exercise daily, practice intermittent fasting
  • Currently maintianing body fat around **17%
  • Believe that physical health sharpens discipline and focus

I enjoy solving problems through systems thinking and thrive on connecting the dots between engineering, data, and real-world usability. Whether it’s debugging backend bottlenecks or optimizing training pipelines, I strive to build solutions that are both elegant and practical.

🧩 Let’s collaborate on scalable systems, AI projects, or just exchange ideas about clean architecture and machine learning workflows!

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