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greg-ogs/README.md

Greg

πŸ‘¨β€πŸ’» ML Engineer | DevOps Engineer

Specialist in Machine Learning, System Orchestration, Python, and Robotics

πŸ” About Me

Researcher | Platform Engineer | Algorithms Engineer

Master of Science with expertise in embedded systems, infrastructure and software development. I specialize in algorithm design, optical instrumentation, pattern recognition and machine vision, applying these skills to robotics and software development. My proficiency extends to both cloud and local infrastructure, making me a versatile professional in infrastructure design and technical problem-solving.

Proficiency in:

  • Python and their ML and DeepL libraries like scikit and TensorFlow.

  • C++ for embedded systems and libraries like OpenCV, TensorFlow and specific hardware drivers like Real sense cameras.

  • Linux, sh and bash scripting.

  • Laser Interferometry.

  • Control algorithms.

  • Docker and Kubernetes.

  • GCP and AWS.

  • Delta and Siemens industrial automatization.

LinkedIn GitHub

πŸ“Š GitHub Stats

Top Languages

πŸ“š Check my papers

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  1. SpatialF_cnncontroller SpatialF_cnncontroller Public

    (Deprecated) This project focuses on developing an advanced system for pinhole laser alignment in optical setups, particularly for applications such as interferometry and holography.

    Python

  2. Centroid-for-spot-laser Centroid-for-spot-laser Public

    This repository contains a Python-based toolkit for experimenting with superpixel segmentation on images using multiple algorithms, such as Felzenszwalb, SLIC, and Quickshift. In addition, it provi…

    Python 4

  3. PySpark-TF-GKE PySpark-TF-GKE Public

    Kubernetes cluster in GCP for PySpark & TF loads

    Python 1

  4. controller-ui-with-flask controller-ui-with-flask Public

    Flask application as UI for controller algorithms.

    Python

  5. EPAM-GCP-tasks EPAM-GCP-tasks Public

    Google cloud platform lab with CLI (gcloud) shell scripts and Terraform configuration files to create infrastructure.

    Shell

  6. opencv-demo opencv-demo Public

    Machine vision algorithms for embedded systems with C++

    C++