Jess Ramos Data

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05/28/2026

I’m going to Build in Francisco 🎉

comment “build” for free digital registration!!

(maybe I’ll even steal more pillows IYKYK 😉)

The rate AI is moving right now is FAST which means we also have to move FAST when it comes to data, infrastructure, and technology.

Which is why I’m not going to Build for fluffy keynotes and info— I’m going to learn practical, hands-on skills that people ask me about every single day.

There’s going to be labs, hands-on demos, and real production problems hosted by the actual engineers who built the tools. There are SO MANY great sessions but…

Here are the 2 I’m most excited for:

↳ Cloud-Native PostgreSQL, Rebuilt for Scale: Azure HorizonDB
PostgreSQL completely re-architected for cloud-scale. We’re talking sub-millisecond latency and 3x the throughput of self-managed Postgres. As someone who’s been talking about SQL forever, I need to see this live!!

↳ Multi-agents in action with 3 AI agents, 3 frameworks, tools & models
A live demo where LangGraph, the .NET Microsoft Agent Framework, and the GitHub Copilot SDK run an entire content pipeline autonomously w/ zero manual steps.

I’m so excited for this event, and hope you join me!

05/23/2026

The CEO of wrote his first line of code at 7 years old 🤯

It was a cat that blinked and was built in Basic. And he still remembers drawing the lines that made the eyes open and close.

Not bad for a 7 year old! That one coding project planted a small seed that encouraged his career choice to become an engineer.

Fast forward and Matt Hicks has been at Red Hat for 20 years and has worked across enough of the organization to eventually run it as CEO.

Here’s his take on coding in the age of AI:

↳ AI can code. But understanding what it’s doing is what actually matters.

↳ Most people are learning to prompt. You can’t do that without understanding what’s happening under the hood.

↳ You don’t need to be a software engineer. But you need enough context to not be completely dependent on outputs you can’t verify.

♻️ Repost for your network

05/08/2026

I asked people at Conference what’s the coolest thing they’ve ever built in Tableau 👀

Save these for your next project!

↳ caught a fraud ring in Georgia (the country, not the state) before Visa even flagged it
↳ visualized years of marathon training data to optimize race performance
↳ mapped a road trip with shapefiles tracking every stop
↳ built a family tamale history dashboard that became one of their favorites
↳ a brand new user who just downloaded the desktop version, already building

Mine was my very first data analytics project. The one that got me into data and led to everything I’m doing today.

The project that changes everything is usually the one you built just because you wanted to. Not for a job or for a course. Just because the data meant something to you.

Thanks & for inviting me! Also shoutout to Slack for all of the cool data Slackbot demos, I’m BLOWN away!

Getting fired in February 2025 felt like the end of my career.But it was only the beginning.↳ 2 days later I was in Lisb...
05/08/2026

Getting fired in February 2025 felt like the end of my career.

But it was only the beginning.

↳ 2 days later I was in Lisbon taking care of my mental health for the first time in years.

↳ 2 months later I did my first tech keynote in Poland.

↳ 3 months later I retired my husband from blue collar to come work with me.

↳ 6 months later I was taking trips I’d been dreaming of my entire life.

↳ 10 months later I flew first class free to Dubai to speak.

↳ 1 year later I’ve made more money than I’ve ever seen, and I’m genuinely happy.

05/07/2026

If you’re not hustling on networking, you’re missing BIG opportunities. I’m interviewing the CEO of because of a LinkedIn comment.

I built a personal brand and companies started coming to ME. Executives seek me out. Brands PAY me to interview them.

But it started with one moment of just putting myself out there. And when you have real value to offer, executives say yes fast bc the deal makes sense for THEM too:

↳ They want visibility
↳ They want to say things on their own terms
↳ They want to reach new audiences

Build the brand first. Then the ask is the easy part. 💁🏻‍♀️

Comment “data” for free access to my 5-Day Data Career Kickstart course! Save this and send to a friend who would like i...
05/05/2026

Comment “data” for free access to my 5-Day Data Career Kickstart course! Save this and send to a friend who would like it too!

I used Python in one data job.
I used Power BI in another data job.
I used SAS in another data job.
I used Sisense in another data job.

But in ALL data jobs, I’ve used SQL.

SQL has been the common denominator of all my data jobs.

And it’s absolutely where you should focus 75% of your (tool-based) learning in your career as a data analyst.

Because it’s the common thread between MOST data jobs no matter the company and industry.

Don’t get distracted by all the millions of fancy tools and all of the new trending courses.

Keep it simple, and go for the biggest ROI for your time.

SQL is old. It’s tried and true. And it’s not going anywhere anytime soon.

Here’s my roadmap to get started learning it ⬇️

Month 1:
↳ basics
↳ sorting
↳ filtering
↳ aggregating / grouping
↳ string manipulation
↳ date manipulation
↳ data cleaning

Month 2:
↳ joins
↳ CTEs
↳ Subqueries
↳ set operations
↳ window functions

Month 3:
↳ case studies
↳ business application
↳ full projects


🏷️ data, data analytics, data science, roadmap, sql roadmap, project

05/04/2026

Comment “AI” for my full substack article on why everyone is moving from ChatGPT to Claude!

🏷️ save this + follow for more!

had a chokehold on everyone for YEARS.

And to be fair, the 2026 updates are genuinely impressive. Agent mode, GPT-5 reasoning, Zapier integration, and memory across conversations. ChatGPT is not sleeping!! 😅

BUT, has been winning the people who actually use AI for work every single day. Here is why:

↳ Writing that does not sound like a robot trying to be your hype man (yes, AI sycophancy is a real thing and it is exhausting)
↳ Claude Code that builds, tests, iterates, and ships entire projects autonomously
↳ No moralizing. No lectures. No watered-down outputs because you asked something mildly edgy
↳ Claude Cowork is literally built for non-technical people. No code, no setup, just your boring computer tasks getting done for you.

ChatGPT is becoming a more powerful tool.

Claude is becoming a better coworker.

Two different product visions. Both valid.
The question is which one matches how you actually work. 👇🏼

So, which team are you on? Team ChatGPT or Team Claude??

05/01/2026

I sat down with and we discussed how the smartest people are looking 2-3 steps ahead and strategically playing chess when everyone else is playing checkers.

Shoutout to for bringing us together!

We never want to be discounted as “not as smart” so we show up how we want to be perceived.

We both have the same mission of democratizing STEM education (data & AI) and making it easy for anyone to understand.

Cat is brilliant btw so go follow her if you’re not already. It took me a solid 5 tries to say her slogan “non-pretentious, non-patronizing AI education”, such a tongue twister HAHA!

04/30/2026

Hitting your rate limit is NOT the flex you think it is. 💀

A lot of people who complain about maxing out their tokens are just using it wrong. And I say that with love.

There’s a real difference between a power user who hits the limit because they’re doing deep, complex work and someone who’s burning through tokens by sending 12 follow-up messages to fix one bad prompt.

The second person doesn’t need a higher plan. They need better habits.

The thing is, Claude re-reads your ENTIRE conversations thread every time you send a new message. So every unnecessary follow-up, every vague prompt that leads to back-and-forth, you pay using your tokens.

Here’s what efficient actually looks like:
↳ Edit bad prompts instead of building on top of them
↳ Front-load your context so there’s less fixing later
↳ Batch your questions into one message, not three separate ones
↳ Use Projects for files you upload repeatedly — Claude caches it once
↳ Set up your memory and preferences in settings so you stop re-explaining yourself every chat
↳ Save Opus for complex reasoning, use Sonnet for everything else

04/29/2026

Hitting your usage limit isn’t always a usage problem.

For most people, it’s a prompting problem! 😅

save this + follow for part 2 where I break down how to fix it!

There are two types of people that hit their limit:
↳ The actual power user who is running deep research across multiple sources, processing 50-page documents, using Claude Code to reason across entire codebases, and running multi-step workflows that are high token usage by design.

↳ The person with a prompting problem that starts a brand new chat every single time with zero context and re-explains everything from scratch. Treating Claude like a search engine and asking one-liner questions, then being surprised when the output is short, vague, and useless.

The difference between these two people isn’t the plan they’re on.

It’s how they prompt.

04/28/2026

and my husband cheering for me at the end 🥹❤️ guys it was so cool to be watching a conference and see me pop up 😩🔥 I’ve come a long way from being a data newbie using Microsoft SQL server. So proud of this partnership w/ their database & AI teams.

The conference is Azure Cosmos DB Conf & is completely free and virtual! Comment “cosmo” & I’ll send you the link.

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Atlanta, GA

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