Helping Azure Data Engineers & Microsoft Fabric Professionals Build Better Careers
Whether you're starting your career, switching domains, returning after a career break, or preparing for interviews, I'll help you with a structured roadmap, resume feedback, projects, and interview guidance — completely free.
3
Active LearnersUndergoing 1-on-1 reviews7
Resumes AuditedATS optimized templates4
Projects EvaluatedLive Fabric lakehouses40+
Technical GuidesDeep architectural blogsMy Promise to the Community
"I won't promise you a job. What I can promise is honest guidance, practical learning, real-world projects, resume reviews, interview preparation, and continuous support. If you commit to learning consistently, I'll commit to helping you grow."
— DATTA SABLE, DATA PLATFORM & BI ARCHITECT
Datta Sable
Data Platform & BI ArchitectMeet Your Mentor
Hi, I'm Datta Sable. I've spent years helping organizations design modern data platforms using Azure and Microsoft Fabric. Through this initiative, I want to help professionals build practical skills, confidence, and strong portfolios — completely free.
Featured Technical Articles
Reinforce your learning with in-depth platform architectural roadmaps
Microsoft Fabric Architecture Explained
A deep dive into OneLake storage, lakehouse architecture, and compute engine abstraction.
Read GuideDP-600 vs DP-700 Certifications
Compare the Fabric Analytics Engineer and Microsoft Fabric Solution Architect exams.
Read GuideMicrosoft Fabric Certification Roadmap
Step-by-step guidance on schedules, modules, practice tests, and voucher preparation.
Read GuideAzure Data Engineering Roadmap
From relational databases to Synapse pipelines, Spark scripting, and Delta lakehouses.
Read GuideActive Career Tracks
The 9-Week Career Roadmap
A rigorous, structured pathway from database fundamentals to live system interviews
Community Projects Showcase
Industry-standard open-source templates designed to showcase enterprise skills
Healthcare Analytics Pipeline
Fabric, Medallion Architecture, SparkE-Commerce Retail ETL
ADF, SQL Server, Databricks, DeltaFabric Lakehouse Orchestration
OneLake, Notebooks, Pipeline TriggersServerless ADF ELT Hub
Synapse, Blob Storage, KeyVault, SQLEnterprise Power BI Dashboard
DAX, Star Schema, Gateway schedulingCareer Comeback Initiative
Returning to technology after a break is incredibly challenging. Recruiters flag gaps, and technologies evolve. We provide dedicated paths for returning mothers, health recovery breaks, and personal gap periods.
Success Spotlight
Sandhyarani
Career Comeback Journey"Currently preparing to return to Azure Data Engineering after a career break through the mentorship program."
🔧 What's New (Build in Public)
⚡ Live Weekly Challenges
Who This Is For
- Fresh graduates & Career Switchers who want structured path validation.
- Professionals returning to Tech after health, maternity, or personal breaks.
- Candidates willing to spend 10+ hours a week on labs and project building.
- Learners aiming to build a real technical GitHub portfolio rather than just certificate collections.
Who This Is NOT For
- Candidates looking for quick shortcuts or direct answers without doing the labs.
- Individuals expecting guaranteed jobs or paid referrals (all referrals are earned by merit).
- Learners who want someone else to write their code or build their projects.
- Anyone unwilling to commit to consistent practice and active learning.
Resource Library
Download free study roadmaps, checklists, and resume templates
Frequently Asked Questions
Join the Mentorship Newsletter
Get weekly Fabric/Azure updates, mock interview questions, ATS resume templates, and challenges directly in your inbox.
"Everyone deserves an opportunity to grow. Sometimes, all it takes is the right guidance, consistent effort, and someone who believes in your potential."
© 2026 Datta Sable. This initiative is a personal community effort by Datta Sable. It is not affiliated with Microsoft or any employer. All guidance is provided based on my experience and availability.