???? 1. Real-World, High-Impact Projects (Must-Haves)
1️⃣ End-to-End ML Pipeline (Production Ready)
Build a full ML system with:
Data ingestion → cleaning → modeling → evaluation
Deployment using FastAPI or Flask
CI/CD + Docker
Model monitoring (drift detection)
Why it’s great: Shows you can do real industry-level work.
2️⃣ Sentiment Analysis Using LLM Embeddings... https://blognest.adseon.xyz/top-data-science-projects-to-build-your-portfolio/