Cloud Data, AI Pipelines, and Mentorship Programs
Build AI-Ready Data Skills People Actually Want
High-touch 1-on-1 programs around AWS, Azure, Databricks, Snowflake, Microsoft Fabric, lakehouse architecture, and Data + AI pipelines.
This is not a video course. You work live with us on real cloud data systems, AI-ready pipelines, debugging, and portfolio or business outcomes that can be shown, explained, and used.
Choose based on the outcome you need
AI-Ready Data Engineer
For analysts and junior engineers who want modern cloud data skills that connect to AI work.
Data + AI Pipeline Builder
For people who want a serious, marketable project around RAG, analytics, and AI-ready data.
Cloud Data Platform Mentorship
For working analysts, engineers, and freelancers who need architecture, debugging, and platform judgment.
Private Consulting
For founders or teams that need a real pipeline, audit, or recurring engineering support.
AI-Ready Data Engineer
Learn the modern cloud data foundations behind analytics and AI systems on AWS, Azure, Snowflake, and Databricks.
Duration
4 weeks
Investment
$1,500
What we work on
- Understand AWS, Azure, Databricks, Snowflake, and Microsoft Fabric at a practical level
- Build an AI-ready data foundation with SQL, Python, and cloud storage
- Learn lakehouse, warehouse, and data cloud architecture patterns
- Add data quality checks, logs, and failure handling
- Create one portfolio-ready cloud data project
- Practice explaining data platform decisions clearly
Outcome
- You understand how modern data platforms support analytics and AI
- You leave with a credible cloud data project to show recruiters or clients
Access level
1-on-1 live sessions + guided project execution
Data + AI Pipeline Builder
Build an end-to-end AI-ready pipeline for analytics, search, or RAG using modern cloud data tools.
Duration
8 weeks
Investment
$2,500
What we work on
- Build ingestion from APIs, files, databases, or documents
- Process data with Databricks, PySpark, Snowflake, or Microsoft Fabric
- Prepare RAG-ready datasets with metadata, chunking, and vector-search concepts
- Add data quality, observability, and governance basics
- Package the project for GitHub, interviews, or client demos
- Practice explaining the architecture as a business-ready AI data system
Outcome
- You leave with a modern Data + AI project that feels current
- You can explain how clean data powers analytics, search, and AI applications
Access level
1-on-1 live sessions + priority support
Cloud Data Platform Mentorship
For analysts, engineers, and freelancers who need senior-level guidance on cloud data platforms and execution.
Duration
12 weeks
Investment
$3,500
What we work on
- Review and redesign AWS, Azure, Databricks, Snowflake, or Fabric architectures
- Debug cloud workflows, lakehouse jobs, modeling issues, and data quality gaps
- Add observability, testing, lineage, governance, and operational discipline
- Optimize Snowflake, Databricks, or cloud platform costs
- Design AI-ready data foundations for RAG, BI, analytics, or automation
- Prepare for senior roles, freelance work, or client delivery
Outcome
- You start thinking in platform tradeoffs, governance, reliability, cost, and delivery
- You are better prepared for senior roles, freelance projects, or consulting work
Access level
1-on-1 mentorship + personalized roadmap
Private Consulting
A custom consulting engagement for founders or teams that need an audit, build sprint, or recurring data engineering help.
Duration
Custom timeline
Investment
$6,000+
What we work on
- Data stack audit or architecture review
- Pipeline build/fix sprint
- Data quality, monitoring, and cost optimization
- AI-ready data preparation or analytics infrastructure
- Weekly delivery calls and async support
- Clear scope, milestones, and technical roadmap
Outcome
- Your team gets direct engineering support for a concrete business outcome
- You move faster with a clear technical roadmap and delivery plan
Access level
Private consulting + delivery support
Every session is 1-on-1 live training
Real engineering feedback and accountability
Portfolio-ready systems, not passive videos
Not sure which path fits? Start with a 1-on-1 strategy or pipeline rescue call. We will recommend the smallest useful next step, not the biggest package.
Book a Strategy Call