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danielyouk/README.md

👋 Hi, I'm Daniel Youk!

Senior AI Specialist with expertise in building and deploying scalable machine learning solutions. My primary focus is on MLOps, Generative AI, and cloud-native data systems. I am passionate about turning complex data into actionable business insights.

  • Current Focus: Leading projects in LLM fine-tuning, AI agent development, and MLOps automation using Azure Machine Learning and Python.
  • Core Competencies: MLOps, Deep Learning (PyTorch, Keras), Cloud Platforms (Azure, AWS, GCP), Data Engineering (Spark, Databricks), and CI/CD for Machine Learning.
  • Contact: LinkedIn | GitHub
AI & Technical Strategy MLOps & Execution Leadership & Collaboration
• AI Project Leadership • MLOps & Model Lifecycle • Cross-Functional Collaboration
• Generative AI & LLMs • Cloud-Native ML Architecture • Stakeholder Engagement
• Tech Roadmapping & Design • Mentorship & Knowledge Sharing • Agile Methodologies & Scrum
• Data-Driven Decisions • Technical Documentation • Complex Problem Solving

⚙️ Tech Stack

Languages

Core languages for data science, analysis, and software engineering.

Python R SQL

ML Frameworks & Libraries

Essential libraries for building and training machine learning models.

TensorFlow PyTorch scikit-learn

Cloud & Data Platforms

Expertise in major cloud environments and scalable data platforms.

Azure AWS GCP Databricks Runpod

DevOps & MLOps Tools

Key tools for containerization, automation, and managing the machine learning lifecycle.

Docker MLflow GitHub Actions

Familiar with: Kubernetes, Tidyverse (R)

Pinned Loading

  1. MLOps-MultiCloud-Showcases MLOps-MultiCloud-Showcases Public

    An advanced showcase of end-to-end MLOps pipelines deployed across AWS, Azure, and GCP. This project demonstrates automated, scalable, and parallelized machine learning workflows, from data ingesti…

    Python 1

  2. PairsTradingAutomation PairsTradingAutomation Public

    Jupyter Notebook 1

  3. DockerForDataProfessionals DockerForDataProfessionals Public

    HTML

  4. MustAI MustAI Public

    Jupyter Notebook

  5. R-meetup-ParallelProcessing R-meetup-ParallelProcessing Public

  6. machine_learning_daniel machine_learning_daniel Public

    Jupyter Notebook