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GaragaKarthikeya/README.md

Typing SVG

About Me

I'm a third-year ECE student at IIIT Bangalore, working on FPGA architecture and hardware accelerators for machine learning.

I like problems where nobody's mapped the gaps yet. Most of what I build starts from reading a paper, noticing something that doesn't sit right, and chasing it until it turns into an idea worth testing.


What I'm Working On

  • INSITU: a fixed-function attention accelerator on FPGA that scores and accumulates directly over a compressed KV cache, no reconstruction needed
  • INSTINCT: a reinforcement learning policy for zero-shot eFPGA floorplanning, replacing per-design search with a single rollout
  • 8-bit Breadboard CPU: a working CPU built from discrete TTL logic and coordinated Arduinos, no pre-made cores
  • Currently reading into processing-in-memory and memory-centric architecture

Interests

  • Peeling back abstraction layers until you hit something fundamental
  • Circuits and systems that actually do something, not just simulate
  • The moment an idea clicks after weeks of not seeing it
  • Guitar, when the code isn't cooperating

Contact

garaga.karthikeya@iiitb.ac.in


building things, and figuring out what's actually worth building next

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  1. cmd-genie cmd-genie Public

    Python 2