MS DSA | BS IT | MCP | CCA | VCP

James Simelus

Experienced Data Engineer and IT professional with 20+ years of expertise in server administration, virtualization technologies, and data pipelines.

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James Simelus headshot

Professional Profile

I'm a Data Engineer and IT professional with over 20 years of progressive experience designing, implementing, and optimizing enterprise-scale infrastructure and data solutions. My career represents a strategic evolution, transitioning from foundational systems administration expertise into cutting-edge data engineering, creating a unique bridge between operational excellence and data-driven innovation.

Early Career Foundation (2005-2013): I established a strong technical foundation across infrastructure management, network administration, and enterprise systems architecture. At IBM, I specialized in VMware virtualization and PureFlex converged systems, where I designed and maintained complex environments supporting thousands of virtual machines with high availability and disaster recovery capabilities.

Infrastructure Leadership (2013-2021): Building on this foundation, I advanced my focus to large-scale infrastructure optimization at IBM and Veterans United. I led critical initiatives including enterprise virtualization environment design, implementation of automated infrastructure provisioning, security hardening and compliance architecture across enterprise domains, and disaster recovery planning. These efforts improved system reliability and reduced operational costs significantly.

Data Engineering Transformation (2021-Present): Recognizing the convergence of infrastructure and data, I strategically transitioned into data engineering at Veterans United. My systems administration background provides invaluable context for building robust, scalable data pipelines. I now design and implement enterprise-scale ETL processes using SQL Server Integration Services (SSIS), sophisticated data pipelines connecting multiple enterprise systems, data warehouse and data mart architecture aligned with business requirements, advanced SQL optimization and complex stored procedures, automated testing frameworks ensuring data integrity, and data governance strategies balancing accessibility with security.

Academic Excellence & Continuous Learning: I have completed a Master's degree in Data Science & Analytics from the University of Missouri (May 2025, GPA 3.94), where I've deepened expertise in advanced machine learning algorithms and statistical modeling, big data technologies and distributed systems, data visualization and business intelligence, and cloud computing platforms and scalable architecture. In the near future I am planning on pursuing a Doctorate degree, probably in Health Infornmatics or GIS.

My distinctive career trajectory, combining deep infrastructure knowledge with modern data engineering skills and formal data science education, allows me to architect solutions that are not only technically sound but operationally sustainable. I'm passionate about leveraging technology to transform raw data into strategic business insights.

M.S. Data Science & Analytics '25

University of Missouri

GPA: 3.94/4.0

B.S. Information Technology '04

American Intercontinental University

GPA: 3.14/4.0

Expertise & Proficiency

Data Engineering 95%
Cloud & Infrastructure 98%
SQL & Database 92%
Python & R Programming 88%
Machine Learning & Analytics 85%
Cybersecurity & Hardening 80%

Data Engineering

ETL processes, data pipelines, SSIS, SQL Server, Oracle, data warehousing, and data modeling to deliver scalable solutions.

Infrastructure & Cloud

VMware, ESXi, vSphere, AWS, Hyper-V, Kubernetes, Windows Server administration, and enterprise architecture.

Analytics & Development

Python, R, machine learning, advanced statistical modeling, data visualization, and business intelligence.

Enterprise Systems

Active Directory, network infrastructure, security hardening, disaster recovery, and systems architecture.

DevOps & Automation

PowerShell scripting, automation frameworks, CI/CD pipelines, and performance optimization initiatives.

Business Intelligence

Data governance, data standards, technical documentation, and knowledge management.

Portfolio / Projects

📊

Scalable Data Pipelines

Designed and implemented enterprise-scale data pipelines for data marts and warehouses using SSIS, SQL Server, and stored procedures to meet complex business requirements at Veterans United.

SSIS SQL Server ETL
☁️

Enterprise Virtualization Infrastructure

Architected and maintained VMware virtualization environments at IBM supporting thousands of VMs, including design of high availability and disaster recovery solutions.

VMware vSphere ESXi
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Server Infrastructure & Security

Administered enterprise Windows server environments with 99.9% uptime, implemented security hardening, and automated maintenance tasks reducing manual workload by 30%.

Windows Server Security Automation
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Data Science & Machine Learning

Applied machine learning techniques and big data analytics to solve complex business problems. Expertise in Python, R, and advanced statistical modeling with focus on data governance.

Python Machine Learning Analytics
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Data Optimization Initiatives

Led optimization initiatives for data delivery systems, implemented automated testing systems, and developed comprehensive technical documentation for enterprise teams.

Optimization Testing Documentation
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Enterprise Systems Architecture

Collaborated on enterprise architecture design for secure server infrastructure, Active Directory management, and integrated storage solutions supporting mission-critical operations.

Architecture Active Directory Infrastructure

Career Timeline

JULY 2024 - PRESENT

Data Engineer | Veterans United

Designing scalable data pipelines and data marts using SSIS and SQL Agent jobs. Leading optimization initiatives for data delivery systems, implementing automated testing systems, and contributing to data governance initiatives.

APRIL 2021 - JULY 2024

Windows Server Administrator | Veterans United

Administered enterprise Windows environments with 99.9% uptime. Implemented security measures and automated routine maintenance to reduce manual workload by 30%. Conducted monthly OS patching and quarterly hardware firmware updates.

MAY 2013 - APRIL 2021

VMware Infrastructure Specialist | IBM

Designed and maintained VMware virtualization environments. Managed cloud storage, backup systems, and high availability solutions. Implemented best practices for VMware deployment and supported production environment upgrades.

OCT 2011 - MAY 2013

Server Administrator / PureFlex Network SME | IBM

Configured and supported IBM PureFlex Converged Systems. Maintained Active Directory infrastructure and built physical and virtual servers. Collaborated on SAN storage configuration and enterprise architecture design.

AUG 2005 - OCT 2011

Field Engineer | C&C International Computers

Troubleshot and repaired computer systems. Installed and maintained desktop/laptop systems. Implemented security structures and maintained network infrastructure including firewalls and intrusion detection systems.

DEC 2003 - NOV 2007

Web Designer / Network Administrator | Vitec Consulting Group

Designed and developed client websites. Implemented and maintained Windows server-based networks. Configured Active Directory and instructed courses in computer fundamentals and network administration.

Get In Touch

I'm interested in Data Scientist and Data Engineering opportunities, Infrastructure Projects, and Innovative Data Solutions. Let's connect!

📧 Email Me 💼 LinkedIn 🐙 GitHub 📱 Call Me