TASNIM MARZOUGUI

A driven Artificial Intelligence student with a passion for cutting￾edge technology. Equipped with robust technical skills, a foundation
in machine learning, web development, and data analysis. Seeking to
leverage my abilities to deliver innovative solutions and contribute
to transformative projects.

Twitter Sentiment Analysis :

• Learned to build a machine learning pipeline from start to finish.
• Improved skills in data preprocessing and text processing (e.g., tokenization, stemming).
• Gained experience with Python libraries like Pandas, NLTK, and Scikit-learn.
• Practiced evaluating models using metrics like confusion matrices and ROC curves.

Technologies: Python, Machine Learning, Data Visualization

Fake News Detection :

• Learned text preprocessing like removing punctuation and stop words.
• Gained experience with data visualization (word clouds, bar charts).
• Built and evaluated models like Logistic Regression and Decision Tree.
• Improved Python skills for data analysis and machine learning.

Technologies: Python, Data Visualization, NLP, Pandas, NumPy, Matplotlib, Seaborn

HR Analytics Dashboard :

• Analyzed employee data using key metrics.
• Created visualizations like word clouds and bar charts.
• Explored HR trends, including attrition and job satisfaction.
• Summarized data to aid workforce decisions.

Technologies: Power BI

Website for game and anime:

• Designed and developed a responsive web application
• Implemented interactive user interface with modern web technologies
• Developed a user-friendly and visually appealing website

Technologies: HTML, CSS, JavaScript

- Deep Learning with Keras and TensorFlow
- Power BI for Beginners: Build Your First Report
- Machine Learning Project
- Intro to ChatGPT and Generative AI

- Fake News Detection with Machine Learning

- Build Your First React Website