If genuine accountability for Donald Trump is your objective, participation in the midterm elections is imperative, irrespective of personal reservations about individual candidates. A Democratic victory represent sole viable path toward removing a profoundly corrosive presence from the White House.

It is profoundly important., if deeply unsettling., to see acknowledgment of the racism that Hank Aaron endured while surpassing Babe Ruth’s record. Moments like these remind us that even the realm of sports, so often idealized as unifying, harbors troubling and reprehensible undercurrents.

Data Science is no longer about just models.

• LLMs are becoming default tools, not differentiators
• Data quality > model complexity
• Business impact is replacing leaderboard scores
• SQL, experimentation & communication are back in demand
• “End-to-end thinking” is now non-negotiable

Skills compound quietly.
Show up daily, even when progress feels slow.

In data science, clarity matters more than complexity.

A simple model understood well beats a complex one used blindly.

I’m Aman, exploring Data Science, AI, and software development.

Here to learn, share insights, and grow in public