In this episode, We sat down with Hariom to explore the different paths you can take to build a career in AI & ML.

We dive into both traditional routes like pursuing a master’s degree and preparing for exams such as GATE, as well as non-traditional approaches that are becoming increasingly relevant in today’s fast-changing tech landscape.

Whether you’re a student considering higher studies, a professional looking to transition into AI/ML, or someone curious about how the field is evolving, this conversation offers practical insights and guidance to help you shape your journey.

In this episode, we dive into one of the most critical topics in modern AI—Explainable AI (XAI). As AI systems increasingly influence healthcare, finance, hiring, and even law enforcement, understanding how they make decisions isn’t just nice to have—it’s essential.

We break down XAI in simple terms, explore the difference between black-box and white-box models, and discuss why transparency and trust are becoming non-negotiable in AI adoption.

🔍 Topics covered:

• Why explainability matters more than ever

• Post-hoc tools like LIME and SHAP

• The delicate balance between accuracy and interpretability

• Real-world use cases from medical diagnostics to credit scoring and autonomous vehicles

• Challenges in making deep models understandable

• How XAI could shape the future of responsible AI

Whether you're technical or not, this conversation will help you grasp why explainable AI is key to building systems people can trust.

Tune in and join the conversation on the future of transparent AI.

In this episode of The Deqode Podcast, we explore the evolving world of hackathons—those fast-paced, idea-fueled marathons that have launched careers, startups, and communities.

But with AI tools now writing code, designing interfaces, and generating pitches in seconds... are hackathons still relevant?

To break it all down, we’re joined by Harish Kotra—a seasoned hackathon participant, organizer, and evangelist. From wild hackathon stories to real-world impact, we discuss:

• How hackathons have evolved in the AI era

• Whether AI is enhancing or replacing the creative process

• How beginners and non-tech folks can get involved

• The future of hackathons—AI agents, automation, and beyond

Whether you're a first-timer, an AI enthusiast, or just curious about where innovation is headed—this conversation is for you.

Tune in and get inspired.