Sarram | Portfolio

About Me

I help businesses turn raw data into actionable insights using Python, data cleaning, EDA, and visualization helping businesses understand revenue trends, customer behavior, and performance gaps to make smarter decisions.

Beyond analytics, I am also developing skills in data science concepts and cloud-based data systems, allowing me to understand not just how to analyze data but how to manage, scale, and optimize it in modern environments.

My Projects

E-Commerce Sales Analysis

Performed data analysis using Python and Pandas to identify trends in sales, profit, customer segments, and operations, and provided actionable business recommendations.

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Hotel Bookings Analysis

Analyzed hotel booking data to identify cancellation patterns, customer behavior, and revenue trends using Python, Pandas, and Plotly.

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Technical Skillset

Data Analysis

Data Cleaning & Preprocessing
Python (Pandas, NumPy)
Exploratory Data Analysis (EDA)
Data Aggregation (GroupBy, Filtering)
Business Insights & Reporting

Data Visualization

Plotly (Interactive Visualizations)
Charts (Bar, Line, Pie, Heatmaps)
Dashboard Thinking
Trend & Pattern Analysis
Storytelling with Data

Tools & Learning

Jupyter Notebook
VS Code
Basic SQL (Learning)
Statistics for Data Analysis (Learning)
Machine Learning Fundamentals (Beginner)

Muhammad Sarram