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Jack Mead jackmead515

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Aloha!

Mostly self taught software engineer in full stack engineering with a solid background in data engineering and CV/ML applications.

Doing a lot more commits in Gitlab open-source recently... sorry Github.

💥 5 Point Summary 💥

  • 🔥 8+ years of experience in API development, architecture design, event data streaming, infrastructure and platform engineering, web application development, and SQL/NoSQL databases.
  • 📷 5+ years in data and ML engineering, working with time series sensor data and video/image data for ML applications.
  • 👯 Diverse experience leading projects and solutions at a laboratory, fortune 500 company, and fast paced startups.
  • âš¡ Avid learner and engineer constantly pushing my boundaries. My lastest research involves optimizing my sleep, stereographic depth and 3D projections, and instance/semantic segmentation techniques.
  • 🌱 Deep passion for the environment. Spent my whole career in agriculture, aquaculture, and environmental monitoring. I also volunteer as a scuba diver in ocean cleanups in Hawaii.

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  1. 2D Physics Based Cut-And-Paste Data Augmentation for Multiple Annotations Per Image

    Python 2

  2. Training and Inferencing for Semantic Segmentation of Defective Coffee Leaves

    Jupyter Notebook

  4. Plant Detector -> Zero Deep Learning Instance Segmentation for Plants

    Python

  5. Stereo Camera Configuration and Streaming Platform

    C++ 2

  6. Kubernetes/AI/CV Powered Security/Dog Camera Monitoring Solution (A Good Christmas Present)

    Jupyter Notebook