#214: Building useful AI - from classroom to real business impact
From Pybites Podcast by Julian Sequeira & Bob Belderbos
February 5, 2026 · 52 min
About this episode
Julian and guest Asif discuss building AI that delivers real-world value and the transition from classroom learning to production-ready solutions.
In this episode, Julian is joined by Asif, a recent computer science graduate and Advanced Python teaching assistant at Northern Arizona University, to talk about building AI that actually delivers real-world value. Asif shares how an early curiosity for automation grew into a passion for machine learning, AI agents, and end-to-end systems that solve real business problems. We explore the gap between training models and deploying useful solutions, including how Asif builds privacy-aware AI agents for things like chatbots, summaries, and business insights that non-technical users can actually understand and use. The conversation goes deep into what it really takes to move from classroom learning to production-ready AI: failing fast, grinding through technical barriers, thinking about deployment and data privacy early, and focusing on projects that recruiters and businesses can clearly see the value in. Reach out to Asif on LinkedIn: https://www.linkedin.com/in/asif-p-056530232/ Check out Asif's Portfolio (it's super cool!): https://asifflix.vercel.app/ Follow Asif on Github: https://github.com/Asif-0209 Books mentioned: The Subtle Art of Not Giving A F*ck…
People in this episode
Host: Julian Sequeira
Guest: Asif
Topics covered
- AI
- machine learning
- automation
- data privacy
- business impact
- deployment
- education
Keywords
- AI
- machine learning
- chatbots
- data privacy
- business insights
- automation
- deployment
Mentioned in this episode
Organizations: Northern Arizona University
Books & works: The Subtle Art of Not Giving A F*ck, Hope in Action
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