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elenaliao1002/readme.md

About Me

👋 Hi, I’m @elenaliao1002, currently an MS Data Science Student @USFCA, I am a hybrid of Data Scientist and Machine Learning Engineer and passionate about learning new cool tech!

⌨️ Programming: Python, SQL, R

📚 Machine Learning: PyTorch, NLP*, CV, Deep Learning*

📦 Databases: PostgreSQL, MongoDB(NoSQL)

📤 Distribution Computing: Apache Spark, Databricks, Kafka*

✨ Visualization: PowerBI, Tableau

🏔️ Traveling, Board Games, Watching Movies

📫 Happy to connect with LinkedIn or Email

*:In Progress

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  1. Flooded-Area-Coverage-Prediction Flooded-Area-Coverage-Prediction Public

    automated pipeline using Airflow for extraction data from Google Earth Engine API and Google Drive, uploading them to Google Cloud (GCS) and transferring to MongoDB, and finally using Databricks to…

    HTML 1

  2. TNC-BirdSense-Workflows TNC-BirdSense-Workflows Public

    Forked from XinyiWang-Jessica/TNC-BirdSense-Workflows

    Test extract data from GEE

    Python

  3. Animl-Image-Classification-Deployment Animl-Image-Classification-Deployment Public

    Implemented the EfficientNet-B3 classifier to retrain the multi-class image classification models resulting in 91% average precision. Planning to deploy the model within the existing AWS infrastru…

    Jupyter Notebook 2 1

  4. Implementation-of-A-B-Test Implementation-of-A-B-Test Public

    Jupyter Notebook 1

  5. Machine-Learning-Algorithm-From-Scratch Machine-Learning-Algorithm-From-Scratch Public

    Code to implement Regularization, Naive Bayes, Decision Tree, RandomForest, Gradient boosting, Adaboost, Kmeans, and Matrix Factorization

    Jupyter Notebook 1

  6. neural-style-transfer neural-style-transfer Public

    This report presents a Neural Style Transfer project that focuses on performing style transfer on both images and videos. The process involves using a pre-trained deep neural network, specifically …

    Jupyter Notebook 7 2