Data Analyst | Songwriter open to collaborations, sync and publishing deals |
My songs are available on all streaming platforms worldwide.
My Spotify Link👇🏽
'As Long As Life Lasts' is officially out now 🤍
My wedding song, written and performed from the heart.
Now streaming on all platforms.
Listen and share it with someone you love.
https://t.co/eEJ0Jr3Jgz
If you’re a Data Analyst, CRM Analyst, or aspiring Marketing Analyst who wants to move from Junior into senior-level commercial impact in the next 12 weeks, read this. 👇👇
You don’t get promoted for building dashboards.
You get promoted for influencing revenue.
Most analysts stop at reporting:
- CTR.
- Conversion rate.
- CPA.
Senior analysts answer:
Where should we scale?
What should we cut?
Why did revenue move?
What do we do next?
That’s a different level of thinking.
So I built a 12-week practical roadmap designed to move you from metric reporting to commercial decision-making.
No theory-heavy fluff.
No passive courses.
No random portfolio projects.
Just 7 real-world builds using real datasets:
• Campaign ROI & budget reallocation
• Conversion prediction (lead scoring)
• A/B testing with statistical confidence
• RFM segmentation for retention strategy
• Churn risk analysis
• Cohort retention modelling
• Marketing mix & incrementality thinking
By the end, you’ll have:
• 6–8 commercial case studies
• A strong public portfolio
• Clear KPI fluency
• Interview-ready impact stories
This is how you transition from “analyst” to revenue operator.
If that’s your goal, reply ROADMAP, REPOST, and I’ll share it to your DM.
If I pay another woman to do what I do for my children, she would be called a professional doing important work.
But if I do the exact same work myself for my own children, then I’m just wasting my life and my potential.
Welcome to feminist reasoning.