Real client projects · Customized to your target data role

The real enterprise project your résumé is missing.

Own a complete enterprise data project end to end, each abstracted from a real engagement our consulting team delivered. Built around your target job, your tools, with expert guidance along the way. Shaped by practitioners who've shipped this work at major companies.

Free, no-pressure chat — we map your target role and customize from there.

Ant Technology · Boutique consultingCertified WOSB · Since 2019
[120+]Learners guided
2019Delivering since

Why it's different

The questions a practice project can't answer.

Real interviews don't stop at whether you can write a query. They dig into how you handle a stakeholder who can't articulate the ask, how you coordinate with another team to ship something, and what you do when the first result raises ten new questions. You pick that up by doing the work, not by finishing a course.

Q
“A stakeholder says ‘I feel like we’re losing customers but I don’t know why.’ How do you turn that into a project?”
✓ You’ll have lived this → Scoping a vague ask into a plan
Q
“Your model is approved — how do you work with the Data Engineering team to get it into production?”
✓ You’ll have lived this → Coordinating the handoff to DE
Q
“Six weeks after launch, stakeholders come back with new asks. How do you handle enhancement requests?”
✓ You’ll have lived this → Life after a project ships
Q
“Finance and product define the metric differently and your numbers don’t match theirs. What do you do?”
✓ You’ll have lived this → Aligning stakeholders on definitions
Q
“Marketing shipped a win-back offer. How do you prove it worked, and wasn’t just seasonality?”
✓ You’ll have lived this → Designing a holdout to validate impact

How we compare

Practice project vs. bootcamp vs. a real project

Practice exercises and coursework can teach you the tools. Only a real, delivered engagement gives you the job around them — customized to you.

School / self-study projectBootcampAnt Technology
The dataClean, made-up sampleCurated practice setsReal — abstracted from delivered client work
ScopeA single notebookGuided exercisesFull end-to-end project (M0–M9)
Vague business requestsRarely
Real org & stakeholder / DE coordination
Life after delivery (enhancements, V2, A/B)
Customized to your target job & toolsLimited industry from our case library
Interview-ready story with real numbersSometimes

Stop pitching practice projects.
Start owning a real one.

Let's figure out your path — free, no pressure. You bring the goal; we bring the real project.

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