I will do python data analysis, visualization, or build a recommendation system

Have a dataset but don't know what it's telling you? I turn raw data into clear insights, visualizations, and if needed working recommendation systems.

What I can build for you:

• Exploratory Data Analysis (EDA) with full visual breakdown
• Data cleaning and preprocessing
• Charts and dashboards (Matplotlib, Seaborn, Plotly)
• Recommendation systems (content-based or collaborative filtering e.g. movie, product, or content recommenders)

What you'll receive:

• Cleaned dataset
• 5-10 relevant visualizations with explanations
• Written summary of key insights and patterns
• Jupyter Notebook with full code
• (Recommendation system orders) a working similarity-based recommender with sample outputs

Tools I use: Python, Pandas, NumPy, Matplotlib, Seaborn, Scikit-learn

I've built a content-based movie recommendation engine and multiple EDA projects as part of my AI/ML portfolio currently studying CS at FAST-NUCES and completing the IBM AI Engineering Professional Certificate.

Message me with your dataset and goal before ordering so I can confirm scope and timeline.