Portfolio, projects, and real data blockers
Build Data Work You Can Show and Explain
High-touch 1-on-1 programs for turning a vague project, fragile workflow, or hard-to-explain architecture into a concrete result.
This is not a video course. You work live on the numbers, workflows, checks, and explanations that make a project credible.
Choose based on the outcome you need
AI-Ready Data Engineer
For analysts and junior engineers who want to stop feeling lost around architecture, quality, dashboards, and AI data work.
Data + AI Pipeline Builder
For people who need a serious portfolio project they can demo, defend, and explain in interviews or client calls.
Cloud Data Platform Mentorship
For working analysts, engineers, and freelancers stuck on workflow failures, cost questions, or architecture decisions.
Private Data Services
For founders or teams that need help with broken reports, fragile workflows, unclear ownership, or recurring data decisions.
AI-Ready Data Engineer
Learn how to turn messy sources into trusted datasets, explain the architecture, and understand where AI-ready work actually starts.
Duration
4 weeks
Investment
$1,500
What we work on
- Understand the practical role of warehouses, lakehouses, cloud storage, and reporting layers
- Build a small but credible data foundation with SQL, Python, and cloud-style patterns
- Learn how dashboards, data quality, ownership, and AI use cases connect
- Add checks, logs, and failure handling so the project feels real
- Create one portfolio-ready data project with a clear before/after story
- Practice explaining the tradeoffs without hiding behind tool names
Outcome
- You understand how trusted data supports dashboards, automation, and AI
- You leave with a credible project and a story recruiters or clients can follow
Access level
1-on-1 live sessions + guided project execution
Data + AI Pipeline Builder
Build an end-to-end project that starts from a messy business problem and ends with a clear, demo-ready data product.
Duration
8 weeks
Investment
$2,500
What we work on
- Build ingestion from APIs, files, databases, or documents
- Clean and model data so the final numbers can be trusted
- Prepare search or AI-ready datasets with metadata and quality checks
- Add observability basics so failures are visible instead of silent
- Package the project for interviews, portfolio reviews, or client demos
- Practice explaining what broke, what you fixed, and why the design makes sense
Outcome
- You leave with a modern project that feels current and useful
- You can explain how clean, owned 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 help with confusing architecture, failed workflows, rising costs, or delivery pressure.
Duration
12 weeks
Investment
$3,500
What we work on
- Review and redesign the architecture decisions you are unsure how to defend
- Debug workflows, modeling issues, quality gaps, and unclear handoffs
- Add observability, testing, lineage, ownership, and operational discipline
- Identify cloud cost drivers and safer compute defaults
- Design trusted source data for reporting, search, AI, or automation
- Prepare for senior roles, freelance work, or client delivery
Outcome
- You start thinking in tradeoffs around trust, reliability, cost, ownership, and delivery
- You are better prepared for senior roles, freelance projects, or services work
Access level
1-on-1 mentorship + personalized roadmap
Private Data Services
A custom services engagement for founders or teams with dashboards that do not match, fragile workflows, unclear ownership, or a data project that needs delivery support.
Duration
Custom timeline
Investment
$6,000+
What we work on
- Dashboard trust audit or architecture review
- Workflow build/fix sprint
- Data quality, monitoring, ownership, and cost clarity
- AI-ready source data 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 services + 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