Data & AI with Mukundan | Learn AI by Building

Data & AI with Mukundan | Learn AI by Building

Mukundan Sankar – Practical AI & Analytics

53 - How AI Agents Saved My Job Hunt — And How They Can Save Yours Too

Practical, human-first AI. Each week we build small, useful AI tools and workflows—so you can apply them the same day you listen.

Data & AI with Mukundan is where real-world problems meet practical AI. You don’t learn AI by collecting tabs—you learn it by shipping small, useful things. I’m Mukundan, an analytics pro, GPT builder, and lifelong learner. Every week we take one problem and build a solution you can actually use: smarter job-search helpers, portfolio reviewers, AI that speeds up analysis, slide/summary assistants, and more.

You’ll hear the decisions behind each build—what to automate, how to evaluate quality, how to keep outputs reliable, and how to make it useful today. We keep the language plain, the examples concrete, and the steps realistic whether you’re hands-on or just AI-curious.

Recurring themes: LLM applications, prompt design, evaluation, retrieval patterns, analytics workflows, career use-cases, and product thinking for AI. New episodes weekly. Subscribe for the how-to; stay for the shipped thing.

🔗 Connect with Me:

53 - How AI Agents Saved My Job Hunt — And How They Can Save Yours Too
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Practical, human-first AI. Each week we build small, useful AI tools and workflows—so you can apply them the same day you listen.

Data & AI with Mukundan is where real-world problems meet practical AI. You don’t learn AI by collecting tabs—you learn it by shipping small, useful things. I’m Mukundan, an analytics pro, GPT builder, and lifelong learner. Every week we take one problem and build a solution you can actually use: smarter job-search helpers, portfolio reviewers, AI that speeds up analysis, slide/summary assistants, and more.

You’ll hear the decisions behind each build—what to automate, how to evaluate quality, how to keep outputs reliable, and how to make it useful today. We keep the language plain, the examples concrete, and the steps realistic whether you’re hands-on or just AI-curious.

Recurring themes: LLM applications, prompt design, evaluation, retrieval patterns, analytics workflows, career use-cases, and product thinking for AI. New episodes weekly. Subscribe for the how-to; stay for the shipped thing.

🔗 Connect with Me:

Episodes

53-

How AI Agents Saved My Job Hunt — And How They Can Save Yours Too

18 Nov 2025
52-

I Built an AI That Talks Like My Parents | Emotional AI, Empathy, and the Future of Human Tech

11 Nov 2025
51-

How I Used AI Agents to Fix My Job Hunt:Turning job search chaos into a system — using three AI agents that did the heavy lifting for me.

04 Nov 2025
50-

How I Built an AI That Thinks Like an Analyst — and What It Taught Me About Curiosity

28 Oct 2025
49-

AI Teams That Work While You Sleep: How Multiple AI Agent systems plan, collaborate, and finish what one AI agent can’t.

21 Oct 2025