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Achievements

Achievement: Pair ExtraordinaireAchievement: Pull SharkAchievement: QuickdrawAchievement: Public Sponsor
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MarkhamLee/README.md

Hi there 👋

I am a data and machine learning engineer, whose professional areas of focus/interest areas include predictive analytics, computer vision for industrial applications and security, Kubernetes, embedded devices and IoT. My personal/hobbyist/maker interests include AgriTech, climate sensors, custom pc mods and home automation. My repos are a mixture of things I am building for professional development/to exhibit my skills and projects related to my personal interests. Most of the things I am currently building are either dockerized micro-services targeted for deployment on a mixed (amd64/x86 and arm64) Kubernetes cluster, and/or are destined for home-brewed/DIY IoT devices built around either a single board computer like the Raspberry Pi or a microcontroller like the ESP32. While my primary languages are Python and R, I also have experience building micro-services with Node.js and have a more than passing familiarity with C++ and Java.

  • 📫 Feel free to reach out to/follow me on LinkedIn, I'm interested in discussing full time, contract, freelance and collaboration opportunities. LinkedIn

  • 👯 I’m looking to collaborate on: data or machine learning related open-source projects, and hardware projects using Raspberry Pi single board computers (or similar) and microcontrollers like the ESP32 and Raspberry Pi Pico.

Pinned

  1. internet-and-iot-data-platform internet-and-iot-data-platform Public

    Using Airflow, Grafana, InfluxDB, Node-RED & Postgres to bring together useful information from a variety of sources, e.g., finance, weather, task management and IoT devices

    Python 3 1

  2. computer-vision-demo-reel computer-vision-demo-reel Public

    Computer vision demos related to classification, object detection and segmentation for commercial and industrial use cases.

    Python

  3. kubernetes-k3s-cluster-for-data-and-iot-projects kubernetes-k3s-cluster-for-data-and-iot-projects Public

    Custom code, documentation and other useful items used to build the k3s cluster(s) I use to support my data and IoT projects

    Python

  4. HardwareMonitoring HardwareMonitoring Public

    PC Gaming Sensor Panel & General Hardware monitoring for Linux (x86 and ARM64) and Windows via Libre Hardware Monitor, psutil, gputil and NVIDIA smi-queries for display on a Grafana dashboard. Also…

    Python 4

  5. Facial-Recognition-Facenet-Pytorch Facial-Recognition-Facenet-Pytorch Public

    Docker and Flask based API layer + data ingestion pipeline for the Facenet-PyTorch facial recognition library. I.e. simple ML deployment for matching pairs of photos

    Python 1 1

  6. LendingClub_DefaultModeling LendingClub_DefaultModeling Public

    Using machine learning (XG boost) to increase the annualized return of a personal loan portfolio.

    Python