Your result
You already know what's broken. The clock is the problem.
You told me something specific changes for you in the next six months. So I'm going to skip the pep talk and go straight to what your answers point at.
Your four filters
Every hiring manager runs these in order and stops at the first one you fail. The earliest filter where you answered "not yet" is your bottleneck, not the lowest-scoring one. That distinction is what most people get wrong: if your headline still says aspiring data analyst, nobody is reaching your projects, so polishing them changes nothing.
1 Fit
Fixed in an afternoon. Name one specific kind of analyst under your name, delete every instance of aspiring, and rewrite your top bullet as what changed rather than what you were responsible for.
2 Capability
Not about knowing more. It's depth in the three or four tools that appear in the ads you answer, and being able to defend every one of them out loud.
3 Evidence
The fix is rarely another project. Take one you have, give it a real company context and a recommendation at the end, and make it findable in under a minute.
4 Operating
Most people use AI as a calculator. Write this query, fix this bullet. The ones getting offers use it to build things that did not exist before, and can talk about how.
Start with the earliest one, not the worst one. Fix it, send your CV out again, then move to the next. Doing all four at once is how people spend three months rewriting and never test anything.
The guides for each of these are on their way to your inbox now.
The part the fixes don't cover
Everything above is presentation, and presentation problems are the fast ones. You can move all four in a couple of weekends.
What none of it fixes is the moment someone opens your work and asks why you made the choices you made. No template answers that. That's the gap the Academy exists to close, and it's why it's six weeks and not a PDF.
Over 50 career transformations
Real people who went from frustrated applicants to working data professionals.
Satyajit came from a PhD in economics and the Central Bank of Germany. A FedEx recruiter rang him in the middle of a coaching call with Lorenzo. He had the offer two weeks later.
“Got called back 8 minutes after applying”
Applied on LinkedIn, got a call almost immediately, interviewed, and got the offer.
Sameer · Data Administrator
“Got an offer from Amazon”
Had Amazon, Agoda and Sky Italia interviews going on all at the same time.
Antonio · Data Analyst
Students have gone on to roles at FedEx, Roche, The Economist, Amazon and Volkswagen. Lorenzo previously worked in data at Deloitte and Amazon Web Services.
If you want a second opinion
Let's look at where you actually are
• Thirty minutes, with me.
• Send your CV and your best project when you book and I'll have gone through both against the four filters before we speak.
• You'll leave knowing which one is actually costing you interviews, not which one you think it is.
Cohorts are small and run on set start dates. If your deadline is real, it's worth having this conversation before the next one fills.
