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Looking for interesting ML Projects
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Looking for interesting ML Projects

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matthew-mcateer/README.md

Matthew McAteer

Hi there πŸ‘‹

My name is Matthew, I'm a Machine Learning Engineer. I like building, writing, and understanding how things work.

You can follow me on:

GitHub Stats / Top Languages

My top open-source repos

Top repos I've contributed to

Skills

Programming Languages

Python, JavaScript/Node, C++, Golang, Julia, R, Solidity

python javascript nodejs cplusplus go julia rlang solidity

Frameworks

PyTorch, Tensorflow, JAX, Scikit-Learn, Numpy, Pandas, Langchain, LangchainJS, Typescript, React, Gatsby, Next.js, React Native, Astro, Tailwind CSS, OpenCV, Robotic Operating System (ROS).

PyTorch Tensorflow JAX Scikit-Learn Numpy Pandas Langchain TypeScript react VueJS Gatsby Next.js reactnative Astro tailwind OpenCV Robotic Operating System (ROS)

Platforms

Amazon Web Services (EC2, Sagemaker, Bedrock, Lambda, DynamoDB, SQS, Kinesis, S3, API Gateway, ECS, Fargate)

aws EC2 Sagemaker bedrock Lambda DynamoDB SQS Kinesis S3 API Gateway ECS Fargate

Other Deployments: (Microsoft Azure, Google Cloud Platform, Lambda Cloud, Heroku)

Microsoft Azure gcp Lambda Cloud heroku

Operating Systems

windows macos linux

DevOps / MLOps

Git, GitHub, GitLab, Docker, Kubernetes, Ansible, Terraform, Pulumi, GitLab, Jenkins, Circle CI, Weights & Biases.

git GitHub GitLab docker kubernetes Ansible Terraform Pulumi Jenkins Circle-CI Weights-and-Biases

Databases, Data Engineering

MongoDB, Cassandra, MySQL, FaunaDB, Neo4j, Apache Kafka, Apache Spark, Elasticsearch, Hadoop, Vector Databases (Pinecone, Weaviate, Chroma)

mongodb cassandra mysql FaunaDB Neo4j Apache Kafka Apache Spark Elasticsearch Hadoop Pinecone Weaviate Chroma

Other Tools

HuggingFace, OpenAI, Anthropic, Cohere, Algolia, AI21, GraphQL, Airtable, Zapier, LatchBio, Godot, Supabase, Firebase, Figma

HuggingFace OpenAI Anthropic Cohere Algolia AI21 graphql Airtable Zapier LatchBio godot firebase supabase figma

Pinned

  1. practicing_trustworthy_machine_learning practicing_trustworthy_machine_learning Public

    GitHub Repo associated with the O'Reilly book "Practicing Trustworthy Machine Learning"

    Jupyter Notebook 20 9

  2. rescuerepo rescuerepo Public

    Project for the Bio X AI Hackathon. All about resurrecting old abandonware repos, and reducing the effort to get them up and running again.

    Python 9 54

  3. Keras_pruning Keras_pruning Public

    A walkthrough of how to prune keras models, using both weight-pruning and unit/neuron-pruning.

    Jupyter Notebook 28 14

  4. loss_landscapes_tf-keras loss_landscapes_tf-keras Public

    Tensorflow/Keras-compatible implementation of https://github.com/tomgoldstein/loss-landscape

    Python 9 1