FoodExpress Statistical Analysis
A 1-month statistical analysis of a food delivery platform evaluating speed, customer behavior, and promos to boost efficiency and satisfaction.
- Pandas
- Seaborn
- SciPy
- Jupyter nb
I'm Sakib, who works with building data products from messy datasets to meaningful insights. I work with SQL, Python, Power BI, and Machine Learning, turning real-world business problems into analytical solutions through end-to-end data analysis and predictive modeling.
// ABOUT
I'm deeply interested in data analysis and machine learning, especially using data to identify patterns, build predictive models, and solve practical problems. I enjoy working with Python libraries such as Pandas, NumPy, Matplotlib, and scikit-learn to explore datasets and create meaningful insights.
Academically, I'm pursuing a Computer Science degree and consistently focus on strengthening my understanding of programming, algorithms, statistics, and AI-related concepts. I actively learn beyond coursework through hands-on practice and project-based learning.
I've worked on several ML and data-focused projects, including data analysis dashboards, predictive modeling tasks, and portfolio projects that combine programming with real-world problem solving. These projects helped me improve data preprocessing, visualization, model evaluation, and deployment skills.
I'm also passionate about Python problem solving. I regularly practice functions, arrays, loops, conditionals, and algorithmic challenges to improve logical thinking and coding efficiency. This combination of analytical thinking, ML exploration, and practical development continues to shape my growth as an aspiring data and AI professional.
// STACK
Data with Tools → Clarity
// PROJECTS
Production constraints, real stakes, non-trivial problems.
A 1-month statistical analysis of a food delivery platform evaluating speed, customer behavior, and promos to boost efficiency and satisfaction.
An Excel and z-test analysis of an e-commerce A/B test to see if a redesigned landing page successfully boosts user conversion rates.
Analyzed hotel booking data to uncover booking trends, cancellations, guest behavior, and revenue insights through interactive dashboards.
Vehicle performance analysis revealing how horsepower, weight, and engine size impact fuel efficiency, helping optimize product and pricing strategies.
Analyzes diabetes-related health trends, revealing links between BMI, blood pressure, cholesterol, lifestyle, and risk factors.
This project is for optimizing products manufacturing, and enhancing transportation systems. Also, focus on products and supplier management. Improve Warehouse productivity is mandatory.
// education
// ACHIEVEMENTS
Milestones worth mentioning
Earned the DataCamp Data Analyst Certificate, demonstrating skills in SQL, Python, data visualization, and analytics.
Data Science & Machine Learning certificate issued to me by Data Solution 360 for completing a 6-month program.
Achieved a 4-Star SQL Badge on HackerRank, showcasing proficiency in SQL and database concepts.
// BLOGS
Thoughts on software engineering, architecture and building products.
Data is everywhere, but growth comes from smart decisions—not just collecting data, dashboards, or reports.
Read Article →
Dashboards show what happened; statistics explain why, what matters, and what comes next.
Read Article →
Average summarizes data, but distribution reveals hidden risks, patterns, and better decisions.
Read Article →// CONTACT
Have a project in mind or just want to say hello? I'd love to hear from you.
Usually replies within 24 hours.
Open to opportunities worldwide.
Currently accepting freelance work.