Avi Pandit
PhD researcher, Industrial Ecology
I grew up in Dandeli, a small town in the Western Ghats surrounded by tropical rainforest. The forest taught me to observe—how systems connect, how patterns emerge, how things that seem separate are actually entangled.
I'm tribal at heart. I believe humans are fundamentally good people trying to figure things out. When I started working with AI, I realized something: it's a mirror. It reflects back whatever we bring to it—our clarity or confusion, our assumptions or questions, our care or carelessness.
So I asked: what if we built mirrors that help us think more critically? That bring out the goodness in us in creative ways? Not AI as an assistant that does things for you, but as a tool that helps you reflect—on your reasoning, your assumptions, the stories you tell yourself.
This is my attempt at that. To use AI responsibly. To make thinking visible. To build tools that make us better thinkers, not just faster writers.
Current Experiment
Research Abstract Refinement
40-50 minA structured dialogue where we think together—surfacing assumptions, testing them against evidence, and refining your argument
Try the Exercise →Contact
Questions? Thoughts? Want to collaborate?
pavijit1993@gmail.comThis is early work. I'm learning as I build. If you're curious about thinking with machines, come think with me.