CV

Education

• B.Tech in Electronics and Communications Engineering, USICT, 2021
• M.S. in Computer Science, IISc Bangalore, 2024

Work experience

• Member of Technical Staff @ Cerebras Systems
  • 2024-2025

Skills

Python, C/C++, STL, Compilers (MLIR/LLVM), Performance Benchmarking, Databases, Development/vibe-coding

Publications

HyCache: Hybrid Caching for Accelerating Input Preprocessing Pipelines in DNN training

Jha, Keshav Vinayak. (2025). "HyCache: Hybrid Caching for Accelerating Input Preprocessing Pipelines in DNN training" USENIX ATC 2025. 1(1).

Talks

Fast Algorithms for Convolutional Neural Networks

November 21, 2022

Graduate Seminar at Department of Computer Science and Automation, IISc, Bengaluru, India

HyCache: Hybrid Caching for Accelerating Input Preprocessing Pipelines in DNN training

July 07, 2025

Talk at Sheraton Boston, MA, USA,

Mitigating GPU Bank Conflicts with Swizzling

July 06, 2026

Internal Talk at AMD, Internal

Projects

Matrix Multiplication

Performance Analysis & Comparison of Intel/AMD CPUs

Ballooning subsystem in memory management for Linux

Multi-Level Intermediate Representation (MLIR)