Dyllan Mccreary
Founder at xlate
California, United States
Summary
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RockstarDyllan Mccreary is a founder and machine learning engineer with nine years building production ML systems and startups from California. He has led research and deployment of reinforcement learning agents and high-performance GPU engines for problems like PCB placement and routing, and architected petabyte-scale data storage and streaming for AI at Activeloop. His background spans multi-agent RL for chip design, distributed training across 128 GPUs, and applied computer vision and computational geometry—skills he now applies to his current venture, xlate. An active contributor to open-source AI tooling, he implemented dataset parsers and schema inference for the widely used Deep Lake repository. Comfortable at the intersection of research and product, he’s known for turning computationally hard problems into scalable, production-ready systems.
9 years of coding experience
7 years of employment as a software developer
Japanese
Github Skills (7)
machine-learning10
python10
data-science10
image-classification10
datasets10
data-set10
tensorflow5
Programming languages (13)
Github contributions (5)
activeloopai/deeplake
Mar 2021 - Nov 2021
Database for AI. Store Vectors, Images, Texts, Videos, etc. Use with LLMs/LangChain. Store, query, version, & visualize any AI data. Stream data in real-time to PyTorch/TensorFlow. https://activeloop.ai
Role in this project:
Data Scientist & ML Engineer
Data Scientist & ML EngineerContributions:1 release, 1164 reviews, 961 commits in 8 months
Contributions summary:Dyllan's contributions primarily focus on the development of an image classification dataset. The commits reveal the implementation of automated schema inference and data parsing functionalities. Moreover, the user worked on a new directory parser to create a dataset and then implemented the ability to load and use that dataset.
pythonreal-time-datadata-streamjupyter-notebookvisualize
McCrearyD/Caeda_Engine
Dec 2017 - Jan 2019
Contributions:363 pushes, 1 branch, 20 comments in 1 year
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