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is JAX the new TF?
🏜️
is JAX the new TF?
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Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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mxngjxa/README.md

Mingjia "Jacky" Guan

👨‍💻 About Me

Data Scientist and Machine Learning Engineer based in NY with expertise in NLP, neural networks, and data engineering. Currently working as a Machine Learning Engineer at Deledao Technologies and DevOps Engineer at Sunregen Healthcare. Trilingual professional passionate about creating impactful contributions to society through data science and machine learning solutions.

Top Languages

🛠️ Technical Skills

Scope Tools
Programming Languages Python R Java
Data Science Frameworks TensorFlow PyTorchScikit-Learn PySpark SciPy Pandas NumPy Matplotlib Seaborn Tidyverse
Apache Frameworks Apache Spark Apache Hadoop Apache Hive Apache Airflow Apache NiFi Apache HBase Apache Phoenix Apache Flume Apache Sqoop Apache Kafka
Web Development JavaScript TypeScript HTML CSS npm Next.js React Three.js Node.js
Database Systems MySQL PostgreSQL MongoDB SQLite
DevOps Infrastructure and Technologies Docker Git GitHub Linux Shell Script Jupyter Notebook
Cloud Platforms Google Cloud Amazon Web Services
Academic Tools LaTeX Microsoft Office

📊 GitHub Statistics

Streak Stats GitHub Stats

Jacky's github activity graph

🏆 Certifications

Course Provider Completion Date
Advanced Machine Learning on Google Cloud Google Cloud November 2024
Natural Language Processing (NLP) Specialization DeepLearning.AI November 2024
Machine Learning Specialization DeepLearning.AI October 2024
Data Engineering Professional Certificate IBM September 2024

📫 How to Reach Me

Note: This README is regularly updated to reflect my current projects and skills.

Pinned Loading

  1. lshrs lshrs Public

    Locality Sensitive Hashing (LSH) based recommendation system. Integrates with Redis and your own database.

    Python 7

  2. ds-capstone-report ds-capstone-report Public

    Capstone project report for my BS in Data Science.

    TeX

  3. CODE000-PROGRAM CODE000-PROGRAM Public template

    Notes for CODE000: FULL_COURSE_NAME from the DEGREE_LEVEL in DEGREE_NAME.

    TeX

  4. MABe-2025 MABe-2025 Public

    MABe Challenge 2025 - Social Action Recognition in Mice. Kaggle competition to detect unique behaviors from pose estimates of mice.

    Jupyter Notebook 1