August Weinbren
Research Software Engineer at Avian.io
London, England, United Kingdom
Summary
👤
Senior🎓
Top SchoolAugust Weinbren is a research software engineer based in London with a decade of experience building high-performance ML and physics-driven modeling systems for bioscience and scientific computing. He combines low-level C++ and CUDA engineering—having implemented a direct sparse linear solver and accelerated LLM inference with TensorRT—with reproducible HPC deployments via Docker/Apptainer and cross-platform CMake toolchains. His work spans domains from radiotherapy planning and medical image registration to finite-element tissue-growth models and weather-observation QC, reflecting a rare blend of numerical methods, ML performance tuning, and production orchestration. An experienced educator and lab manager, he’s been recognized for outstanding teaching feedback and mentors emerging engineers while driving operational improvements in makerspaces. Notably, he bridges research and production: replacing proprietary dependencies with open implementations and enabling ARM Mac and Linux HPC compatibility to broaden access to advanced simulation tools.
10 years of coding experience
4 years of employment as a software developer
Johns Hopkins UniversityUniversity College London
Github Skills (46)
python10
machine-learning10
deep-learning10
gpu10
react10
javascript9
numpy9
open-source9
fastest9
gatsby9
neural-network9
graphql9
frontend8
compiler8
flutter8
Programming languages (8)
Github contributions (5)
nas/encode-solidity1
Feb 2023 - Mar 2023
Solidity Playground
Contributions:6 reviews, 15 commits, 12 PRs in 29 days
augustweinbren/augustweinbren.github.io
Mar 2021 - Nov 2022
Build a Jekyll blog in minutes, without touching the command line.
Contributions:27 pushes in 1 year 8 months
jekyll-blogjekylljekyll-thememinutes
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