Problems That Fight Back: The Invisible Core of Algorithm-Driven Products and AI Models (and how they are built differently)
Building algorithm-driven products is fundamentally different. Most software has a correct answer. Algorithm-driven products don’t — and that changes how you build, what you ship, and how product and engineering think together.
The collaboration between product and engineering runs deeper. This talk pulls back the curtain on a class of problems most teams never encounter, and the craft required to solve them.
Join us for an honest look at what that work actually involves, and the kind of people it takes to do it well.
Who Should Attend?
- Curious engineers and product professionals
- Builders interested in AI/algorithm-driven systems
- People drawn to ambiguous, high-complexity problem spaces
- Builders in Bangalore who are looking to connect with like-minded people
Speaker: Aniruddh Bagalkot (https://www.linkedin.com/in/aniruddhbagalkot/)
Aniruddh is the Founder and CTO of Akrity Computing, where he leads all aspects of technology — from strategy and system design to building and scaling products across different problem spaces.
With over 10 years of experience, he has worked closely with innovators to conceptualise, build, and launch a wide range of products. His work spans algorithm-driven systems, product architecture, and solving complex, real-world challenges where requirements are often unclear and evolving.
He brings a unique perspective at the intersection of technology, product thinking, and execution — combining strategic depth with hands-on building. He also leads and mentors a strong engineering team, with a focus on tackling meaningful and non-trivial problems.
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