The goal is not more notebooks. The goal is stronger proof that you can solve problems and ship results.
Churn prediction system with metrics dashboard and deployment notes
Arabic NLP classification project with preprocessing decisions clearly documented
Image classification service exposed through a simple FastAPI endpoint
Forecasting project tied to a business KPI instead of synthetic demo data
Recommendation or ranking prototype with evaluation and product context
Main AI roadmap
Return to the main career roadmap for sequencing and hiring context.
Entry-level AI skills
See which skills should come before these projects.
Machine learning roadmap
Learn the right order for fundamentals and project building.
AI/ML program
Structured project-based AI path from RiskRice Academy.