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dapiced/README.md

👋 Hi, I’m Dominic D'Apice

Developer - Azure Infrastructure AI
🌍 Montreal Area, Canada


📝 Summary

I am currently a Developer - Azure Infrastructure AI, with over 15 years of experience managing and automating complex IT systems.

Develop and optimize Azure infrastructures to support AI workloads, data engineering, and critical pipelines. Deploy and maintain Databricks environments (clusters, jobs, models, data pipelines), ensuring their performance, security, and compliance. Automate operations and deployments (IaC, CI/CD, scripts, orchestrations) to improve reliability and reduce manual intervention. Collaborate with Data Science, AI, and IT teams to transform business needs into robust and scalable cloud solutions. Implement MLOps and DataOps best practices, including model management, data governance, monitoring, and observabilit. Contribute to the evolution of data and AI architectures in a strategic and highly critical environment. With an approach focused on efficiency, quality, and innovation, I am working to build a modern and sustainable infrastructure that supports digital transformation.

I am currently enrolled in a University Certificate in Data Science, a program that allows me to develop skills in statistics, programming, and applied analysis.

In parallel, I actively participate in Machine Learning competitions on Kaggle (kaggle.com), a stimulating environment where I can put my learning into practice, test my models against real-world problems, and grow by connecting with a passionate international community.

This new focus on data science and artificial intelligence is a true passion for me. It allows me to connect my expertise in infrastructure and automation to strategic data-related challenges and pave the way for new and innovative projects.

I am excited to share my discoveries, experiments, and successes in this rapidly evolving field.

#DataScience #MachineLearning #Kaggle #AI #ContinuousLearning #BigData


🛠️ Technologies & Tools

  • Cloud & Virtualization: VMware Aria Automation/Orchestrator, vCenter, VxRail HCI, Azure, Databricks, ML
  • Configuration & Automation: Ansible, Packer, PowerShell, Bash, TeamCity, Red Hat Satellite, WSUS, Kickstart, Autoyast, CFengine
  • Programming: Python, JavaScript, Perl, Bash, Korn, PowerShell
  • OS & Systems: Red Hat Enterprise Linux, SUSE SLES, Windows, AIX, Solaris, HP Unix
  • Database: MSSQL, PostgreSQL, MySQL, DB2, Oracle
  • DevOps & CI/CD: Git, Bitbucket, GitLab, Jira, Confluence, Artifactory, TeamCity, CI/CD, PCRE
  • Other: JSON, CSS, YAML, Choco, RPM, SVN, Active Directory, Agile, Security Management (NERC, CIS), 2FA, ServiceNow, IT Asset Management

💼 Professional Experience

  • Developer - Azure AI Infrastructure (2026 - present)

    • Develop and optimize Azure infrastructures to support AI workloads, data engineering, and critical pipelines.
    • Deploy and maintain Databricks environments (clusters, jobs, models, data pipelines), ensuring their performance, security, and compliance.
    • Automate operations and deployments (IaC, CI/CD, scripts, orchestrations) to improve reliability and reduce manual intervention.
    • Collaborate with Data Science, AI, and IT teams to transform business needs into robust and scalable cloud solutions.
    • Implement MLOps and DataOps best practices, including model management, data governance, monitoring, and observability.
    • Contribute to the evolution of data and AI architectures in a strategic and highly critical environment.
    • With an approach focused on efficiency, quality and innovation, I am working to build a modern and sustainable infrastructure that supports digital transformation.
  • Cloud/Linux Administrator & IaC Developer (2018 - 2025)

    • Manage cloud infrastructure self-service for business clients
    • Develop and automate IaC solutions for diverse client needs
    • Monitor and update cloud product offerings in NERC environments
  • IT Standardization Linux System Administrator (2015 - 2018)

    • Managed a fleet of 1000+ servers
    • Automated and standardized physical and virtual systems
    • Managed repositories and Linux security patching
  • IT Linux System Administrator (2011 - 2015)

    • Configured and administered virtual/physical servers
    • Deployed Linux appliances and infrastructure solutions

  • IT Linux System Administrator (2001 - 2011)
    • Installation and configuration of physical/virtual servers and Linux appliances

  • IT Technician & System Administrator (1998 - 2001)
    • Internal IT management and client support for various businesses

🎓 Education & Certifications

  • Bachelor Certificate, Information Technology Management
    UQAM | Université du Québec à Montréal
  • Diploma of College Studies (DSM)
    Collège de Bois-de-Boulogne

Specialized Training

  • Red Hat Enterprise Linux (Installation, Configuration, Troubleshooting)
  • Red Hat RHCE Rapid Track Course (RH299)
  • Red Hat Ansible / Tower
  • Red Hat Satellite
  • VMware Infrastructure & Aria Suite
  • IBM AIX Power System
  • Big IP LTM & APM
  • Java Development
  • Time Management & Prioritization
  • MS SQL, WSUS, Security & Network Administration

🏅 Key Skills

  • Cloud Infrastructure Management
  • Infrastructure as Code (IaC)
  • Automation & Scripting
  • DevOps & CI/CD Practices
  • Security & Compliance (NERC, CIS)
  • Team Collaboration
  • AI platform
  • Data science ML
  • Azure cloud

🏅 Hobbies

Beyond software development, I am deeply passionate about several scientific domains. My interests include:

  • Astronomy: Exploring the cosmos, learning about celestial bodies, and staying current with astronomical research and discoveries.
  • Artificial Intelligence: Studying AI techniques, advancements in machine learning, and their applications in real-world scenarios.
  • Science & Physics: Engaging with a broad spectrum of scientific topics, with a particular focus on physics, to better understand the fundamental laws that govern our universe.

These pursuits fuel my curiosity, inspire my projects, and drive my commitment to lifelong learning and innovation.


"Delivering scalable, secure, and efficient infrastructure solutions aligned with business strategy."


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