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danielstankw/README.md

Hi 👋, I'm Daniel Stankowski

Machine Learning | MLOps Engineer

daniel

Welcome to my GitHub page!
If you are interested to see some of the projects I worked on, feel free to check them out in sections below.

🛠️ Languages and Tools

Category Tools
Programming Languages Python
Cloud Providers AWS
Operating Systems & Shells Linux, Bash
MLOps & Model Management MLflow, Airflow
Version Control & CI/CD Git, BitBucket, Jenkins, ArgoCD
Monitoring & Logging Prometheus, Grafana, Loki, Thanos
Containerization & Orchestration Docker, Kubernetes, EKS, Helm, Karpenter
Machine Learning/ LLM TensorFlow, Pytorch, Scikit-learn, Langchain, Llama Index, vLLM, Ollama

📕 My Medium Articles

Automated Parametrized Jenkins Builds with BitBucket Webhooks
Setting up ArgoCD LDAP Authentication & RBAC [2024]
Host your own Helm Chart Repository in Kubernetes [ChartMuseum]
Deployment — Monitoring with Prometheus & Thanos [Part 2/2]
Theory — Monitoring with Prometheus & Thanos [Part 1/2]
Writing Custom Prometheus Exporters (in Python) — Kubernetes
Running Airflow with Docker-Compose 2023
Git Version Control - How to Get Started?
Anaconda Intuition and Practice
Kubernetes — Introduction & Architecture- part 1

👨‍💻 My Machine Learning Projects

Daniel_sim Daniel_sim Daniel_sim Daniel_sim Daniel_sim Daniel_sim

🤖 My Robotics & Reinforcement Learning Work

Daniel1 Daniel_sim Daniel_sim

📞 Contact

Hello! If you would like to collaborate on some project, have a question, or just want to connect, I would be happy to get to know you! The best way to contact me is via connecting on LinkedIn.

LinkedIn

Popular repositories Loading

  1. Servoj_RTDE_UR5 Servoj_RTDE_UR5 Public

    Implementation of servoj() using RTDE in python for YouTube video purposes

    Python 28 7

  2. UR5e-robot-control UR5e-robot-control Public

    Python Code for control of UR5e robot in 125[Hz]. Includes trajectory planner, controller and more.

    Python 9 3

  3. Reinforcement_Learning_Simulation Reinforcement_Learning_Simulation Public

    Complex Reinforcement Learning Simulation for PiH task used for M.Sc. degree.

    Python 6 2

  4. Robosuite_Installation Robosuite_Installation Public

    Repo explaining how to install mujoco, mujoco-py, anaconda, pycharm and Robosuite on Linux/ Windows with VM

    5 3

  5. Anomaly-Detection Anomaly-Detection Public

    Anomaly Detection using LSTM Autoencoder (Tensorflow)

    Jupyter Notebook 5

  6. LSTM-Pytorch LSTM-Pytorch Public

    Implementation of LSTM and LSTM-AE (Pytorch)

    Jupyter Notebook 2