Shwu Ku
Software Development Engineer at Amazon Web Services (AWS)
Bengaluru, Karnataka, India
Summary
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RockstarShwu Ku is a software development engineer specializing in large language model inference, compression, and production-grade GenAI integrations with five years of experience across startups and hyperscalers. Currently at AWS GenAI, she helps deliver high-throughput transformer inference on Bedrock Batch Inference and owns the OpenAI SDK integration that powers hundreds of billions of tokens daily. Previously a founding engineer and senior MLE at Nyun AI, she built end-to-end compression and fast-inference solutions for LLMs and multimodal models, and contributed open-source tools for domain adaptation (Arcee, LangChain). Comfortable moving between research and production, she has a track record of shipping robust features at Amazon and mentoring startups through Google for Startups. Known for tinkering with state-of-the-art LLM inference tricks, she combines systems-level engineering with practical model optimization to make cutting-edge models cost-effective at scale.
5 years of coding experience
1 year of employment as a software developer
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (96)
contrastive-learning10
self-supervised-learning9
transcription9
django-authentication9
semi-supervised-learning9
supervised-learning9
unsupervised-learning9
beancount8
transfer-learning8
computer-vision8
organize8
python8
authentication8
chat8
react8
Programming languages (9)
Github contributions (5)
EricLiclair/CPCLI
Dec 2021 - Oct 2023
:octocat: A Command Line Interface to generate files using templates, organize folders, compile execute and run code. Check out this 👇🏻 repository I maintain using CPCLI 🥷🏻
Contributions:5 reviews, 15 PRs, 31 pushes in 1 year 10 months
pythoncommand-line-interfaceorganizecompilecode-check
EricLiclair/sudoku
Feb 2021 - Mar 2021
Contributions:11 commits, 9 pushes, 1 branch in 16 days
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