KRRISH BISWASPORTFOLIO / 2026
CREATIVE ENGINEERING01 / HUMAN × MACHINE
01Machine / System
02Human / Intent
TWO SIDES OF THE SAME PROCESS
DESIGNED TO CONVERGE
THE INTERESTING PART IS THE SPACE BETWEEN.
02 / The Human
LOCATION / INDIAAGE / 19
STATUS / BUILDINGMODE / CURIOUS
SUBJECT / KB-019
Krrish
Biswas
AWAITING_INPUT...
01 / I ENTER SYSTEMS I DON'T UNDERSTAND.
02 / I BREAK THEM APART UNTIL THEY MAKE SENSE.
03 / THEN I BUILD SOMETHING OF MY OWN.
THE HUMAN IS ONLY HALF THE SYSTEM.
NOW, THE THINGS HE BUILDS.
03 / Open Systems
I STARTED WITH ONE PULL REQUEST.
THEN I KEPT SHIPPING.
MERGED
MERGED
MERGED
MERGED
MERGED
MERGED
MERGED
MERGED
MERGED
MERGED
100+
PULL REQUESTS / MERGED
ACROSS SYSTEMS I DIDN'T OWN.
UNTIL I LEARNED HOW TO CHANGE THEM.
SIGNAL / DETECTED
SIGNAL / 02
PROGRAM / 01
GOOGLE SUMMER OF CODE
FOSSOLOGY / 2026
STATUS / SELECTED
PROGRAM / 02
LFX MENTORSHIP
MINDER / 2026
STATUS / SELECTED
Research & Publications
NeurIPSDec 2024
Optimizing Large Language Model Inference with Adaptive KV Caching
This paper introduces a novel dynamic caching mechanism for Key-Value pairs during autoregressive generation, significantly reducing memory footprint and accelerating inference times across massive architectures.
IEEE Symposium on Security and PrivacyMay 2025
Decentralized Consensus Mechanisms for High-Throughput Micro-Rollups
We propose a high-throughput consensus layer tailored for application-specific micro-rollups, maintaining cryptographic security guarantees while achieving near-instant finality for localized transaction sets.
LET'S BUILD.
Dedicated to building useful technology, contributing deeply to open source ecosystems, and always learning. If you're working on something ambitious, I'd love to connect.
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