About / Research Direction

Building systems that learn through play.

I am Aditya Vardhan, a developer exploring how gameplay loops can evolve through machine intelligence, simulation, and experimental mechanics.

-> curious by default, prototype by instinct


What I Explore

My work sits between game development and AI research. I build compact systems to test ideas quickly, then refine the ones that reveal interesting behavior.

  • Game AI behaviors and decision systems
  • Machine learning driven player analysis
  • Experimental interactive prototypes

Development Philosophy

I treat each project like a research note: define a question, build a system, observe its behavior, and iterate based on results.


Journey Snapshot

  • Game Systems Prototyping Built modular mechanics to test AI-driven gameplay adaptation.
  • Applied ML Exploration Studied clustering and prediction models for player behavior data.
  • Research Notebook Workflow Maintained a build-measure-learn loop across all experiments.