Naums Mogers
Senior Software Engineer at Google
Sunnyvale, California, United States
Summary
👤
Senior🎓
Top SchoolNaums Mogers is a senior software engineer and PhD researcher specializing in compiler optimizations for deep neural networks and heterogeneous hardware, currently advancing custom kernel infrastructure for Google TPUs. With 11 years of experience spanning research internships at Microsoft Research and Arm to production compiler work at Google, he blends academic rigor (PhD at Edinburgh, Lift group) with hands-on systems engineering across ML frameworks and GPUs/TPUs. His background includes extending functional data-parallel compilers to target accelerators, generating HDL for hardware synthesis, and practical contributions to Caffe and TensorFlow pipelines. He has a track record of cross-disciplinary projects—from FPGA and microcontroller prototypes to antivirus engine development—reflecting a rare mix of low-level systems, hardware-aware compilation, and applied ML. Notably, his work on MLIR-based Mosaic/Pallas for sparse block-centric TPU kernels earned recognition for measurable efficiency gains.
11 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD Optimising Compilation of Machine Learning Models for Heterogeneous Hardware, Doctor of Philosophy - PhD Optimising Compilation of Machine Learning Models for Heterogeneous Hardware at The University of EdinburghSecondary Education, Secondary Education at Riga School No 40Bachelor's Degree Computer Science (with a year in industry), Bachelor's Degree Computer Science (with a year in industry) at University of YorkComputer Science, Computer Science at Progmeistars Programming School
English, Russian, Latvian, German
Github Skills (8)
jax10
python10
mlr10
tpu10
backend9
back-end-development9
c-language8
cprogramming-language8
Programming languages (6)
Github contributions (5)
lift-project/lift-project.github.io
Jun 2017 - Jun 2023
The Lift project website
Contributions:31 PRs, 57 pushes, 30 branches in 6 years 1 month
lift-languagegpudslproject-websiteperformance-portability
lift-project/arithexpr
Mar 2019 - Feb 2022
Scala library for building and symbolically simplifying arithmetic expressions
Contributions:85 commits, 2 PRs, 2 pushes in 2 years 11 months
arithmeticfunctional-programmingscala-librarysimplifyingscala
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