In this video, Marinella Profi - Global AI Lead with nearly a decade of experience - breaks down the exact 3-level AI coding project that can make your resume stand out in today’s competitive tech job market. Starting with a simple machine learning project, she explains how to evolve it step-by-step into a production-ready AI system using LLMs and agents.
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0:00 - Why basic coding projects aren’t enough anymore
0:53 - Beginner AI project: loan approval ML system
1:53 - Training ML models and preparing data
2:08 - Random Forest vs Gradient Boosting explained
2:30 - Training, validation, and testing your model
4:08 - Intermediate level: adding LLM automation
5:06 - Deterministic vs probabilistic AI systems
6:28 - Advanced level: AI agents and guardrails
8:18 - Making your AI project stand out to recruiters
9:14 - Will AI replace developers? The real answer