Real impact happens in rooms like this Walking others through the why behind the numbers. Breaking insights down until they are clear enough to implement. Helping someone see how a chart on a screen connects to real outcomes. #DataAnalytics

Ai interviews are crazy ngl Easy with the questions fgs 😂

First dashboard using Looker Studio It’s been some time since I worked on visualizations, so this was a nice way to get back into building

Hi #datafam, For my latest analytics project, I built a 2-page interactive Excel dashboard that enables executives to understand transaction performance, fee revenue, and customer behaviour across products, and segments allowing for faster and more confident decision-making.

If AI takes all the jobs, who pays the income tax?

Am I the only one who prefers clicking instead of using shortcuts? It’s hard to even learn shortcuts Shortcuts feel like learning a new language on top of the actual work.

Car hauling operators trust their TMS reports. They shouldn’t. Not because the data is wrong Because the reports were built around what was easy to configure, not what actually drives margins in auto transport I’ve been inside a car hauling operation long enough to see this clearly The TMS tracks on time delivery. Nobody tracks load revenue per unit, per lane, per carrier, per week. One number goes in the Monday morning meeting. The other one would change every conversation in that meeting. Operators are making carrier decisions, lane decisions and pricing decisions based on the metric that was easiest to set up years ago. That’s not a tech problem. It’s a question nobody ask when the system was configured. The most expensive reports in auto transport aren’t the ones that show bad news. They are the ones everyone stopped questioning.

The game on LinkedIn is won in the DMs. It is also determined by who you are connected to. Not by how many followers you have or by how much engagement you pull. Focus on connecting with people who actually need your service. Everything else is noise.

Sometimes we fight so hard and pour in so much effort throughout the journey that we desperately wish the results would arrive sooner. Yet even then, we should remain grateful. Success will always come to those who wait✊️

Most businesses are drowning in data. Few know how to swim. Even fewer realize their data could be their lifeboat. The smartest companies don’t have more data. They have a data brain 🤖🧠

LinkedIn on phone vs laptop is a completely different experience. I can stay on for hours on my laptop…but not even 5 minutes on my phone

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Most times people who don't socialize much aren't actually antisocial. They just have zero tolerance for drama, disrespect and fake sh*t.

Early morning shenanigans, was busy prompting What do you think?

🎉❤️🥤 The goal is to solve problems. This is the dark UI mobile version of the freight waves intelligence analysis I built to solve problems related to finance → freight. The white UI version link 🔗: x.com/i/status/2035409489692… A Happy Sunday to y'all my fellow data analysts #DataAnalytics

At this point, my dream job is the one that dreams of paying me well.

If you come in expecting it to be easy and straightforward, you’ll be disappointed