Bradley Heilbrun
San Francisco, California, United States
Summary
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RockstarBradley Heilbrun is a San Francisco–based software engineer and tech lead, currently a Member of Technical Staff at Anthropic. He brings a cross-disciplinary background from Unix systems administration at PayPal through SRE leadership at YouTube to staff engineering at Google, where he built distributed static analysis platforms at scale. Most recently he led AI efforts at Replit as an Engineer and AI Tech Lead focused on "Building AI for All." Bradley combines deep operational instincts with large-scale engineering and product-facing AI experience, able to turn infrastructure and analysis tooling into robust production systems. His career arc—from ops to static analysis to applied AI—gives him uncommon fluency in observability, reliability, and the developer tools that make ML systems reliable in production.
3 years of coding experience
Github Skills (24)
pytorch9
neural-networks9
nlp9
deep-learning8
llm8
binding7
api6
python6
debugging6
flask5
datadog5
profiling5
security5
machine-learning5
memory-efficient5
Programming languages (4)
Github contributions (5)
bheilbrun/TensorRT-LLM
Oct 2023 - Oct 2024
TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
Contributions:6 pushes, 2 branches in 1 year
bheilbrun/logseq-chat
Aug 2024 - Aug 2024
Contributions:10 pushes, 1 branch in 11 days
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