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Lux-Jason/README.md

Research & Technical Interests

  • Algorithms & Data Structures: From fundamental C implementations to advanced data structures and algorithm design
  • Machine Learning: Supervised and unsupervised methods, model evaluation, and NLP applications
  • Database Systems: Web database design, performance tuning, and management practices
  • Climate Data Analysis: ERA5 dataset processing, time-series analysis, and trend detection
  • Cryptography: Implementations and applications of DES, AES, RSA
  • AI Ethics: Philosophical, legal, and practical considerations for responsible AI

Featured Projects

AI & Cryptography

C_Notes

Comprehensive C projects including:

  • Classic algorithms (Minesweeper, Tic-Tac-Toe)
  • Data structures (Linked Lists, Stacks, Queues)
  • Cryptography (DES/AES/RSA implementations)
  • Network programming examples
    C Algorithms Cryptography

Sentiment-Emotion-NLP10

NLP group project: sentiment and emotion analysis
Python NLP Text Classification

ERA5_2m_tem

China regional temperature analysis (1950–2023)
Python Pandas Climate Analysis

Web & Systems

DBMS

Web-based Database Management System
PHP MySQL Query Optimization

RMS

Resource Management System
PHP MySQL Bootstrap

Development Projects

DPW_Pokemon

Pokémon dataset analysis
Python Pandas GNN Data Visualization

DPW_COVID_19

COVID-19 data analysis project
Python Data Analysis Visualization

Stats

Language Stats

Core Technologies

AI/ML: TensorFlow PyTorch
Data: Python Pandas
Web: PHP MySQL
Crypto: C OpenSSL

Popular repositories Loading

  1. RMS RMS Public

    PHP 2 4

  2. machine_learning machine_learning Public

    Jupyter Notebook 1

  3. DBMS DBMS Public

    web development and database management

    PHP

  4. Janus Janus Public

    Forked from deepseek-ai/Janus

    Janus-Series: Unified Multimodal Understanding and Generation Models

    Python

  5. AI-For-Beginners AI-For-Beginners Public

    Forked from microsoft/AI-For-Beginners

    12 Weeks, 24 Lessons, AI for All!

    Jupyter Notebook 1

  6. generative-ai-for-beginners generative-ai-for-beginners Public

    Forked from microsoft/generative-ai-for-beginners

    21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/

    Jupyter Notebook