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Retail Sales Analysis
Data Cleaning, Transformation, Analysis , Visualization
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Transformed, cleaned and filtered data to ensure data integrity and uniformity
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Analysed 1000 sales interactions to gain insights
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Created an interactive dashboard to answer all question about the dataset and demographics
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Suggested measures that can be taken to further enhance sales experience and increase sales
Music Preference Analysis
Transformation, Analysis , Visualization, API, Predictive analysis, Model creation
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My passion project :)
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This project question, “what makes a song ‘tick’ for a person & what can we learn for it”
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Use data analysis techniques to gain insights on personal preferences and trends
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Summarize data by using pandas, numpy, statistics and visualized the data by using pandas, matplotlib
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Finally utilized data to predict and find over 2000 songs the person would like
About Me.
Born and raised in KSA (Saudi Arabia), I consider myself a 'global citizen' as I was raised and lived in many different countries surrounded by many different cultures. As such i love meeting new people, trying new foods and learning new things.
In my free time I love playing games, cooking, listening to music and most of all worldbuilding, I think I will attach something related to that later to this website. Besides that I am trying to get into baking and reading more.
I am an extrovert but not too big on parties
Education
2022-2026
Business Administration [Specializing in Economics, Minor in Data analytics]
Trent University
​For the longest time, I didn't know what to do, but some experience and insights helped me decide on a business administration major as I believe it helped me develop a strong foundation in business strategy, finance, marketing, and operations management. I have a specialization in economics as I believe economics is everywhere and helps analyze trends better. Finally, a minor in data analytics as it is the perfect blend of computer science, economics, statistics, and business that I love.​
Experience
2023-Present
Sales Associate
Winners/Homesense
2023-Present
Cashier / Customer Service
Winners/ Homesense