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Welcome and hello 👋

I'm a sysadmin, developer and manager, who used to be a business owner in the before times. I co-founded tummy.com, a Linux Sysadmin consulting company and dedicated managed hosting company, and ran it for 26 years. I had the privilege of working with an exceptional team, and great customers and vendors.

I'm currently working on machine learning, with a special focus on time series and sequential data, with applications to computer operations.

My learning is around PyTorch, CUDA, and all varieties of machine learning. I read more than one paper just about every day.

I'm looking to consult in the area of Linux operations, including optimizing developer pipelines.

I'm looking for help with gathering sample data for use in training models on log files from containers, virtual machines and bare metal.

Looking to help with mentoring around git, devops, github actions, system architecture...

You can reach me by opening an issue on this repository.

Colorado, US.

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evelynmitchell's Projects

cbed icon cbed

Official implementation of the paper "Interventions, Where and How? Experimental Design for Causal Models at Scale", NeurIPS 2022.

cccl icon cccl

CUDA C++ Core Libraries

cec2013 icon cec2013

Benchmark Functions for the Special Session and Competition on Real-Parameter Single Objective Optimization at CEC-2013

chainlit icon chainlit

Build Python LLM apps in minutes ⚡️

chalk icon chalk

A declarative drawing API in Python

chaos_genius icon chaos_genius

ML powered analytics engine for outlier detection and root cause analysis.

chataigne icon chataigne

Artist-friendly Modular Machine for Art and Technology

chroma icon chroma

the AI-native open-source embedding database

chyp icon chyp

An interactive theorem prover for string diagrams

ck icon ck

An open-source, non-intrusive and technology-agnostic toolset to facilitate reproducible research and automate development, benchmarking, optimization, comparison and deployment of AI/ML Systems across diverse and rapidly evolving models, data sets, software and hardware from different vendors and users

ck-mlops icon ck-mlops

A collection of portable workflows, automation recipes and components for MLOps in a unified CK format. Note that this repository is outdated - please check the 2nd generation of the CK workflow automation meta-framework with portable MLOps and DevOps components here:

cleanlab icon cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

cli icon cli

The GraphQL API for AWS, Azure, GCP, and K8s.

code-eval icon code-eval

Run evaluation on LLMs using human-eval benchmark

codetf icon codetf

CodeTF: One-stop Transformer Library for State-of-the-art Code LLM

cog icon cog

Containers for machine learning

cola icon cola

Compositional Linear Algebra

colbert icon colbert

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22)

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