The line about systems scaling bad data really hit, u nailed that uncomfortable truth, makes me wonder why orgs still expect new tools to magically clean up years of assumptions.
Modern Systems Don’t Fix Missing History
Fady-Desoky-Saeed-Abdelaziz
●9 ●22 ●58
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— Originally published at dev.to
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Fady-Desoky-Saeed-Abdelaziz
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@[Ben Kiehl]
Thanks Ben, really appreciate that.
I think organizations lean on new tools because they feel like progress. Facing years of assumptions, missing context, and broken processes is much harder than deploying software.
Tools scale what already exists — they rarely replace the thinking behind it.
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Cairo, Egypt • linkedin.com/in/fadydesokysaeedabdelaziz
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I am a data analyst with a software engineering background, working across data engineering, system ... Show moreI am a data analyst with a software engineering background, working across data engineering, system optimization, and sustainability analytics.
My work focuses on understanding how systems behave in real-world environments, particularly in terms of performance, scalability, and resource consumption. I am interested in using data-driven approaches and machine learning techniques to analyze system behavior, identify inefficiencies, and support the development of more efficient and sustainable systems.
I have worked on projects related to software energy consumption, urban mobility analytics, and NLP-based systems. These experiences allowed me to explore how data can be used not only to describe systems, but to improve how they operate and scale.
In addition to research-oriented work, I have practical experience with enterprise data systems, including data quality improvement, reporting, and process optimization. This has shaped my approach to problem-solving, combining analytical thinking with an understanding of real-world constraints.
I am particularly interested in building systems that are efficient by design — systems that balance performance, scalability, and resource usage while delivering real-world impact. Show less
My work focuses on understanding how systems behave in real-world environments, particularly in terms of performance, scalability, and resource consumption. I am interested in using data-driven approaches and machine learning techniques to analyze system behavior, identify inefficiencies, and support the development of more efficient and sustainable systems.
I have worked on projects related to software energy consumption, urban mobility analytics, and NLP-based systems. These experiences allowed me to explore how data can be used not only to describe systems, but to improve how they operate and scale.
In addition to research-oriented work, I have practical experience with enterprise data systems, including data quality improvement, reporting, and process optimization. This has shaped my approach to problem-solving, combining analytical thinking with an understanding of real-world constraints.
I am particularly interested in building systems that are efficient by design — systems that balance performance, scalability, and resource usage while delivering real-world impact. Show less
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