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ashakozak/README.md

Welcome to My World of Data and Finance πŸŒπŸ’ΌπŸ“Š

I'm Joanna, transitioning from a decade-long career in Finance to the dynamic field of Data Analytics. My journey is about blending meticulous financial expertise with the innovative realm of data.

My Unique Blend 🌟

10+ Years in Finance: Deep-rooted experience in financial analysis, process optimization, and cross-functional collaboration across Australia and Poland. 🏦
Data Analytics Enthusiast: Recently graduated from Monash University's Data Analytics Bootcamp, where I embraced the power of data in decision-making. πŸ“ˆ
Multilingual Communicator: Fluent in English, Polish, and French, bridging cultural and linguistic gaps in professional environments. 🌐

Technical Toolkit πŸ”§

Python: Proficient in applying advanced Data Analysis methods and Machine Learning algorithms using Python's diverse ecosystem. 🐍
Database Management: Skilled in SQL (PostgreSQL) and NoSQL (MongoDB) for robust data storage and retrieval. πŸ—ƒοΈ
Data Visualization: Creating compelling stories through data using tools like Tableau, D3.js, and Plotly. πŸ“Š
Advanced Excel: Leveraging Excel for financial modeling, data analysis, and creating efficient macro-driven processes. πŸ“ˆ
Web Technologies: Basic knowledge of HTML and Java, with a focus on building foundational skills for interactive data-driven web applications. πŸ’»

Education & Learning Path πŸ“š

Monash University's Data Analytics Bootcamp: A 24-week intensive journey into data analytics, covering everything from Python programming to machine learning.
University of Economics, Cracow: My academic foundation, where I earned my degrees in Finance and Accounting.

Project Highlights ✨

  1. Guardians of Authenticity: AI Edition
    Role: Data Scientist & Recurrent Neural Network (RNN) Engineer
    Description: Developed an interactive platform leveraging Machine Learning and NLP to distinguish real news from fake. Utilized Recurrent Neural Networks for effective text analysis and classification.
    Tools: Python (Pandas, Numpy, Scikit-learn, Nltk, TextBlob, Spacy, Streamlit), TensorFlow (Keras), Jupyter, Colab, Tableau.
    View Project here
  2. Movie Nerd. Data Nerd.
    Role: Data Analyst & Visualization Developer
    Description: Created an interactive dashboard to analyze movie ratings and explore gender disparities in the film industry. This project involved extensive data analysis and visualization.
    Tools: Python (Flask, Pandas), JavaScript (D3.js, Plotly), SQLite, HTML5.
    View Project here | Access Code here
  3. Crowdfunding ETL
    Role: Data Analyst & Database Developer
    Description: Executed a data integration and visualization project focusing on crowdfunding data. This involved ETL processes, database development, and data analysis.
    Tools: Python, Pandas, Regular Expressions, QuickDBD (ERD), PostgreSQL, SQLAlchemy.
    View Project here

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  1. jyojay/MONU_Project_4 jyojay/MONU_Project_4 Public

    Fake and True news Classification using ML and RNN

    Jupyter Notebook 4 3

  2. benoitchamot/MovieNerd benoitchamot/MovieNerd Public

    An interactive dashboard built on JavaScript and Python (Flask) to show information about movies ratings and gender inequalities in the film industry.

    Jupyter Notebook 3 2

  3. tableau-challenge tableau-challenge Public

    This project analyzes bike share data and creates data visualizations using Tableau. It focuses on understanding user trends, station popularity, and ride patterns.

    Jupyter Notebook

  4. belly-button-challenge belly-button-challenge Public

    JavaScript

  5. jyojay/Crowdfunding_ETL jyojay/Crowdfunding_ETL Public

    ETL Project

    Jupyter Notebook 1 1

  6. sqlalchemy-challenge sqlalchemy-challenge Public

    Jupyter Notebook