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.
10+ Years in Finance: Deep-rooted experience in financial analysis, process optimization, and cross-functional collaboration across Australia and Poland. π¦
Data Analytics Enthusiast: Recently graduated from Monash University's Data Analytics Bootcamp, where I embraced the power of data in decision-making. π
Multilingual Communicator: Fluent in English, Polish, and French, bridging cultural and linguistic gaps in professional environments. π
Python: Proficient in applying advanced Data Analysis methods and Machine Learning algorithms using Python's diverse ecosystem. π
Database Management: Skilled in SQL (PostgreSQL) and NoSQL (MongoDB) for robust data storage and retrieval. ποΈ
Data Visualization: Creating compelling stories through data using tools like Tableau, D3.js, and Plotly. π
Advanced Excel: Leveraging Excel for financial modeling, data analysis, and creating efficient macro-driven processes. π
Web Technologies: Basic knowledge of HTML and Java, with a focus on building foundational skills for interactive data-driven web applications. π»
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.
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 hereMovie 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 hereCrowdfunding 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
