Why Freshers Must Build Real AI Products Instead of Endless App Clones

The article urges freshers to move beyond repetitive clone apps and build original AI products that solve real problems.

It argues that practical AI product-building will matter more than tutorial-style projects for standing out in a crowded job market.

Challenges like the Gemma 4 Challenge are presented as a path to learning, recognition, and portfolio credibility.

The piece frames AI integration as a core engineering skill that entry-level developers should start building now.