Hari Kanagala
Group PM - AI/ML, RB Global
I’m a Group Product Manager for AI/ML at RB Global, where I build data-driven products that combine artificial intelligence with real-world engineering systems. My background spans clean-tech, hardware innovation, and software, with multiple patented technologies and products used by over a million customers. I specialize in applying AI and machine learning to solve complex engineering challenges, using predictive analytics and computer vision to drive efficiency and unlock value. With experience across startups and large organizations, I enjoy helping founders bring deep-tech ideas to life and scale them into commercially successful products.
QUESTIONS I CAN ANSWER
- How can AI and machine learning enhance and scale my product?
- How do I turn a hard-tech idea into a functional prototype?
- How do I validate product-market fit and unlock revenue potential?
Questions:
- How can AI and ML functionalities enhance and scale the impact of your HardTech product?
- How can you turn a HardTech idea into a functional prototype using Design Thinking and Lean Startup principles?
- What are the best strategies to validate market demand, achieve product-market fit, and unlock revenue potential?