In five years every product will run on AI. The scarcest talent will be those who design, evaluate, and scale reliable AI systems. Backend and systems depth stay essential, but only when fused with AI fluency. Pure full-stack without that edge becomes commodity.
AI Engineering
@officialladi_T Don't stop at dashboards.
learn Data Science.
master Deep Learning.
Then transition into AI Engineering.
Because the future isn’t just about reporting the past.
It’s about building intelligent systems that can predict the future, recommend the next move.
Machine Learning.
Deep Learning.
RAGs.
Vector Databases.
All this grind... just to escape the HTML & Power BI matrix.
Some people build dashboards.
Some people build intelligence.