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ryancswallace/README.md

Ryan Wallace

Software engineer and data scientist building large-scale data platforms, production analytics systems, and tools for research and engineering teams.

Website · Resume · LinkedIn · Email

My work has spanned data and ML infrastructure, applied modeling, distributed data processing, cloud architecture, and developer experience.

  • Data and ML systems: Spark, Airflow, AWS data lakehouses, OLAP systems, stream processing, and model serving
  • Software engineering: Python, SQL, Go, Bash, typed APIs, automated testing, packaging, and CI/CD
  • Applied ML and statistics: time-series analysis, classification, clustering, search and matching, model explanation, and LLM applications
  • Infrastructure and operations: Docker, Terraform, Ansible, Linux, REST APIs, and system automation
  • Observability: Prometheus, Grafana, and CloudWatch

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  1. benchmatrix benchmatrix Public

    Build pytest-benchmark matrices and parse benchmark results with lightweight Python utilities

    Python 4

  2. jobman jobman Public

    A daemon-less command line job manager with flexible support for retries, timeouts, logging, notifications, and more.

    Go 1

  3. ipc-frontier-py ipc-frontier-py Public

    Benchmarks comparing Python concurrency models for moving and processing NumPy arrays.

    Shell 1

  4. python-project-foundry python-project-foundry Public

    Python project template that follows proven patterns. Scaffolds libraries, CLIs, and web services.

    Makefile 1

  5. patiencepilot patiencepilot Public

    A Solitaire solver in Python

    Python 1

  6. losingchess losingchess Public

    AI for losing chess (anitchess) using temporal difference learning (TD Leaf Lambda).

    Python