Mohamed Khaled
Data Analyst | Clean and Visualize Data
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Building HYNOVA around a simple idea: helping small businesses replace messy, repetitive processes with better systems.
My work focuses on designing practical solutions across data, databases, reporting, workflow automation, and AI-assisted processes.
I’m developing systems that...
1.7 million+ rows later, I finally have a football analytics project I'm genuinely proud of.
I started with a simple question:
What can you actually find when you stop looking at a dataset as a spreadsheet and start treating it like a system?
I worked through the data using Python...
Built an end-to-end football analytics project using 1.7M+ records covering matches, players, clubs, competitions, appearances, transfers, and valuations.
I cleaned and explored the data with Python, performed analytical work using SQL and SQLite, and developed an interactive...
