Rakshith Vasudev
Senior MLOps Research Engineer at Writer
Austin, Texas, United States
Summary
👤
Senior🎓
Top SchoolRakshith Vasudev is an MLOps engineer with 10 years of experience building and optimizing deep learning infrastructure, currently focused on MLOps at Writer after leading AI systems work at Dell EMC and Ford. He specializes in performance tuning, benchmarking (including MLPerf), and deploying GPU-accelerated training and inference on bare-metal Kubernetes and HPC clusters. Comfortable across the stack, he blends hands-on model engineering with platform automation—profiling with nvprof/DCGM, orchestrating with Kubernetes and Slurm, and scaling pipelines with Horovod and Spark. His background in software engineering and applied ML enables him to translate research-grade models into production workflows while shaving time-to-solution. Based in Austin, he pairs a practical, metrics-driven approach with a curiosity for making deep learning “fun” in production-grade systems.
11 years of coding experience
6 years of employment as a software developer
Bachelor's degree, Computer Science, Bachelor's degree, Computer Science at Visvesvaraya Technological UniversityMaster’s Degree, Computer Software Engineering, Master’s Degree, Computer Software Engineering at California Baptist University
English, Kannada, Tamil, Hindi
Stackoverflow
19reputation
4kreached
0answers
2questions
Github Skills (91)
benchmark10
python10
mxnet10
classifier10
deep-learning10
gpu10
forecast10
random-forest10
computer-vision10
translation10
speech-synthesis10
predictor10
baidu10
pytorch10
drug-discovery10
Programming languages (4)
Github contributions (5)
rakshithvasudev/pytorch
Aug 2020 - Jul 2024
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Contributions:13 pushes, 1 branch in 3 years 11 months
pythongpu-accelerationdeep-learninggpuacceleration
rakshithvasudev/Home-Credit-Default-Risk
Jun 2018 - Oct 2018
Predicting how capable each applicant is of repaying a loan (Kaggle Challenge)
Contributions:183 commits, 159 pushes, 1 branch in 3 months
kagglemachine-learningpython3xgboostrandom-forest
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