DEREK FOX

dominKnow · Canada

• Leading AI architecture and platform strategy for dominKnow|ONE, a Learning Content Management System (LCMS) used by L&D teams at Fortune 500 enterprises to author, manage, and deliver learning content at scale.
• Owning the design and evolution of production AI systems across RAG pipelines, model orchestration on AWS Bedrock, and AI-augmented data layers.
• Building the AI team that delivers these systems and driving long-term AI strategy aligned with product and company goals.

Deloitte · Denver, CO

• Built full-stack LLM-as-a-Judge evaluation framework that accelerated testing cycles by 90% for CFO-facing finance agentic application. Scaled from single team to company-wide adoption across 3 teams.
• Architected agents within 30-agent fleet on Google Gemini Agentspace focused on revenue leakage detection, cash collections optimization, and journal entry intelligence.

RevGen Partners · Denver, CO

• Built Customer Support Generative AI data product using AWS Bedrock and LangChain with RAG — utilized customer conversations, product catalogs, sentiment analysis, and conversation history.
• Engineered machine learning driven lead routing engine with Microsoft Fabric and Azure Synapse. Incorporated Ranking, Ensemble, Classification, and Forecasting models.
• Built revenue assurance classification model that identified 5M at-risk accounts most likely to carry an unpaid balance.
• Engineered pricing optimization solution with genetic algorithm and demand forecasting models.
• Uncovered $150M in annual telecom revenue share to divest through data pipeline development integrating 12 data sources.

Freelance / Hack for LA / EnCiv · Remote

• Built time-series forecasting models, data pipelines (AWS Redshift), and statistical analysis tools across civic tech and nonprofit engagements.

Charles Schwab · Lone Tree, CO

• Designed reporting and automation systems using Teradata, Oracle, Apache Hive, SQL, and Python to optimize survey business processes and program evaluation.

ReasonForge

Neurosymbolic mathematics toolkit for LLMs. 111 tools across 7 MCP servers for provably correct results.

UpTier

MCP-powered task manager with Claude AI integration, intelligent prioritization, and goal tracking.

TransitGuard

Predictive safety intelligence for Chicago CTA. XGBoost + DBSCAN on 50K+ incidents. RAG-powered chatbot.

Master of Science, Data Science — AI Specialization

Bachelor of Arts, Pre-Law