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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
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

🎯 Goals for this year

Learning and Implementation Goals

  • ArgoCD
  • Terraform + Karpenter
  • Sonarqube
  • AWS (SAA-C03)
  • CKA
  • Terraform Associate

📕 My Medium Articles

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

Daniel Stankowski's Projects

grafana-metrics-scraper icon grafana-metrics-scraper

Reduce the cardinality of your metrics! - scrape all the metrics from Grafana dashboard and make informed decision.

robosuite_installation icon robosuite_installation

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

servoj_rtde_ur5 icon servoj_rtde_ur5

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

ur5e-robot-control icon ur5e-robot-control

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

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