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earlyann/README.md

Full Stack Data Analyst

I'm a multi-faceted data professional specializing in Python Programming 🐍, SQL Database Management 🗃️, Tableau, and PowerBI Data Visualization 📊. Outside of my day-to-day work, I'm an active Kaggle machine-learning competitor and an AI research enthusiast.

💻 I’m Currently Working On:

  • Looking for a job.
  • Kaggle Competitions: Sharpening my data science skills through real-world challenges
  • Building interesting AI applications using Llama2, CodeLlama, Mistral, OpenAI, and on and on

🌱 I’m Currently Learning:

  • AWS: Actively pursuing certification to strengthen my cloud skills
  • AI Agent Development: Exploring applications of AI agents in data analytics

🚀 I’m Looking To Collaborate On:

  • Open-source Python Projects: Particularly those focused on data analytics, machine learning, and AI
  • Kaggle Competitions

🛠️ Languages and Tools:

  • Python, Flask, Django, PostgreSQL, MongoDB, Tableau, PowerBI, Apache Airflow, Apache Spark, AWS, Sci-KitLearn, Tensorflow
Python      Flask   Python Django   Postgres   MongoDB   Tableau   Apache Airflow   Apache Spark   Scikit-Learn   Tensorflow

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  1. Energy_Consumption_Forecasting Energy_Consumption_Forecasting Public

    XGBoost forecasting model leveraging hourly historical data to predict future energy usage patterns.

    Jupyter Notebook 1

  2. Instagram_data_modeling Instagram_data_modeling Public

    Turning Instagram data csv files into Postgres and SQLite databases

    Jupyter Notebook 2

  3. youtube_api_airflow youtube_api_airflow Public

    An Apache Airflow DAG that digests Google's YouTube API to explore top videos across 5 countries. The final product is a Tableau dashboard..

    Python 1

  4. CryptoClustering CryptoClustering Public

    K-means clustering of different crypto-currencies by returns.

    Jupyter Notebook 1

  5. anonymized_loan_repayment_predictions anonymized_loan_repayment_predictions Public

    Using Tableau to explore the data and a CatBoost classification model to predict loan defaults

    Jupyter Notebook 1

  6. grocery_market_basket_analysis grocery_market_basket_analysis Public

    Using Apriori algorithm for association rules, segmenting and consumer suggestions

    Jupyter Notebook