Christian Glass

Hi, I'm Christian Glass

HCM Analyst specializing in system administration and ethical AI implementation

Chat with My AI Assistant

This AI Assistant:
  • Runs in my garage on second-hand hardware and a Qwen3 model
  • Implements Retrieval-Augmented Generation (RAG) with a custom knowledge base
  • Shows you can safely add Sensitive Personal Information (SPI) to employee facing models in HR tech
  • Is built with open-source tools to showcase real-world technical skills
What do you want to know?
CG

Hi there! I'm Christian's assistant. Ask me anything about his experience, skills, interests, or approach to work.

The Buttoned-Up Side

Data, Systems & Ethical Innovation

I bridge HR, analytics, and technology—connecting complex data systems to meaningful outcomes and the people they serve. My journalism and philosophy background taught me to find human stories and ethical implications beneath the numbers.

I combine rigorous analytics with human-centric design. At ProMach, I implemented Microsoft Copilot to transform collaboration while preserving human connection. I develop systems that enhance rather than replace human capabilities, and I've stood firm against using predictive analytics when data quality was insufficient.

My home lab serves as my innovation playground—a four-server environment where I experiment with workflow automation, RAG-enhanced AI models, and network security. Recently, I built a D&D companion using vector databases rather than fine-tuning models. Whether digitizing documents or managing knowledge through Obsidian, each project reinforces my belief that the best technical solutions emerge from understanding human processes.

Beyond the Keyboard

Reading and Learning
Chicago with Andrea
Home Lab Setup
Historic Findlay Market
Archery Practice
Hiking in RRG
Animal Care
Yearly getaway with Rosie
Small Steps Forward, Always

While ones and zeroes define my profession, continuous learning fuels my passion. My home lab doubles as workshop and playground—a space where I experiment with workflow automation and media transcoding while reinforcing principles of data ownership and systematic innovation.

This mindfulness extends beyond my technical work. My wife and I escape annually to Red River Gorge, where we reconnect in a cabin far from digital distractions. This tradition began with our wedding there and reminds me that understanding technology's proper place sometimes requires stepping away from it entirely.

I cherish storytelling's power, whether through data visualizations or film. Just as movies function as "empathy machines" offering new perspectives, I view technology as a tool for building understanding and connection. This philosophy shapes both my system designs and problem-solving approach—always considering the human experience behind technical solutions. My Letterboxd collection remains my most treasured possession.

Professional Experience

HCM Analytics & Systems at Billerud

March 2025 - Present

  • Established project management norms for a small, homegrown HRIS team
  • Established data governance framework, reporting structures and SOPs, and redesigned security roles and access control matrix
  • Technology champion, introducing time-tracking, project management, local LLM, agentic models, and documentation tools
  • Championed data-driven decision-making while fostering a culture of critical thinking and challenging assumptions around the data

HCM Analytics & Systems at ProMach Inc.

May 2023 - January 2025

  • Served as primary technical resource for Workday implementation, managing end-to-end environment configuration and dcdd file integration
  • Pioneered company's first HR analytics program, developing executive Talent and Performance Review dashboards
  • Led comprehensive employee record audit, identifying and correcting data integrity issues affecting 12% of workforce records
  • Championed responsible AI adoption, implementing Microsoft Copilot for meeting efficiency while maintaining focus on human collaboration

Technical Recruiting Analytics at Nuro Inc.

Nov 2021 - Nov 2022

  • Developed data-driven recruitment analytics framework, creating formulas to measure source effectiveness and hiring success metrics
  • Streamlined reporting processes through automation, reducing weekly data management workload by 10+ hours
  • Optimized Greenhouse ATS configuration to support rapid-growth hiring initiatives
  • Led diversity sourcing initiatives, consistently achieving top performance metrics in G&A recruiting

People Operations Technology at Apple Inc.

Aug 2013 - May 2019

  • Managed enterprise device fleet of 200+ iPads using MDM, maintaining 99% audit compliance across 1000+ checkpoints
  • Developed Excel automation solutions that eliminated 35+ hours of weekly manual processing
  • Streamlined location HR processes while maintaining budgets 10-20% under target
  • Applied technical expertise from Genius certification to troubleshoot and optimize operational systems

Skills & Expertise

HCM Systems & Implementation

Dayforce

Organizational structure, reporting, automations and efficiency improvements, standardization and scalability

Workday

Technical implementation, dcdd file management, environment configuration

UKG

System administration, predictive analytics governance, SOP development

Greenhouse

Recruitment analytics framework, efficiency optimization

Data Analytics & Business Intelligence

Qdrant

Conversion of data to vector database for scalability with agentic solutions

Tableau

Pioneer of company-wide talent analytics, performance dashboards

Cognos BI

Strategic reporting development, HR data modeling

SQL

Data integrity validation, complex query optimization

Certifications

  • Google Data Analytics Certificate
  • Exploratory Data Analysis for Machine Learning

Process Automation & AI

Workflow Automation

n8n implementation, RAG model integration, process optimization

AI Implementation

Microsoft Copilot deployment, ethical AI governance

Python

Data processing automation, workflow scripting

Relevant Coursework

  • AI Ethics and Safety - Coursera
  • Machine Learning Fundamentals - Coursera

Project Management

Data Governance

Data cleanup strategy, integrity maintenance

Agile Methodologies

Scrum and Kanban practices

Stakeholder Management

Executive analytics reporting, technical communication

Certifications

  • AMA Project Management Academy

Key Projects

  • Led data cleanup initiative correcting 12% of employee records
  • Managed enterprise iPad fleet with 99% audit compliance

My Projects

AI Governance Experiment

AI Governance Experiment

When AI outsmarts us, who watches the watchmen? An exploration of AI acting as its own regulator and the implications for AI governance.

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DeepSeek, Dogma, and Decision Dilemmas in AI

DeepSeek, Dogma, and Decision Dilemmas in AI

An exploration of AI decision-making challenges, examining how models like DeepSeek navigate complex ethical scenarios and what this means for AI alignment.

Learn more
Star Wars Unlimited Deck Builder

Star Wars Unlimited Deck Builder

A full-stack application built with FastAPI and Next.js that provides a complete solution for managing and browsing Star Wars Unlimited TCG cards.

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The Minorities Are Not the Problem

The Minorities Are Not the Problem

A data-driven analysis examining systemic challenges and ethical considerations in workforce demographics and representation.

Learn more

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