Skip to content
View MarkhamLee's full-sized avatar

Sponsoring

@Joshua-Riek
@pi-hole

Highlights

  • Pro

Block or report MarkhamLee

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
MarkhamLee/README.md

Hi there 👋

I’m a data and machine learning engineer specializing in computer vision, data infrastructure, and MLOps. I build and deploy platform‑agnostic AI, computer vision, and data‑driven microservices for cloud, edge, and on‑premises environments. My work centers on Docker‑based, event‑driven pipelines using AWS ECS, Fargate, SNS, and SQS for data ingestion, model training, and inferencing.

My machine learning experience includes turning R&D concepts into scalable, production‑ready systems and training and fine‑tuning computer vision and multimodal models. Current projects revolve around image quality enhancement, automated data pipelines, and integrating detection, pose, and vision‑language models to improve accuracy and robustness

My core languages are Python and TypeScript, with R and SQL for analysis, and C/C++ for embedded and sensor‑driven systems.

  • 👯 Open to collaborating on open‑source data, machine learning, and embedded projects.

  • 📫 Connect on LinkedIn to discuss full‑time, contract, or research collaborations. LinkedIn

Pinned Loading

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

    Automation and Data ingestion related to DevOps, finance, task management, IoT devices, weather and other sources, the data engineering side of my private cloud project: https://github.com/MarkhamL…

    Python 6 5

  2. k3s-powered-private-cloud-homelab k3s-powered-private-cloud-homelab Public

    Documentation, IAC and custom code for a K3s based private cloud/homelab.

    Python 3 1

  3. 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 13

  4. 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

  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 2 3

  6. LendingClub_DefaultModeling LendingClub_DefaultModeling Public

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

    Python