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Scott Traube

Founder & Principal Consultant, TroBee.ONE LLC

A rare combination of technical depth and leadership experience. Scott spent years as a Director of Business Intelligence, Data Engineering, and AI/ML at Dell — leading global teams that delivered production BI platforms supporting tens of millions of annual requests from tens of thousands of internal users, alongside multiple AI/ML initiatives and predictive modeling systems at enterprise scale.

TroBee.ONE LLC is his independent consulting practice, focused on data engineering, full stack development, AI/LLM solutions, and business intelligence for organizations that want enterprise-grade work without the enterprise overhead. Scott is hands-on: he still writes the code.

Flexible Engagement Approachs

TroBee.ONE consulting approach sequence diagram

Capabilities

Focus Areas

A breadth of experience across the full data and development lifecycle.

AI & Machine Learning

  • LLMs — RAG, MCP, Agentic, Chatbots
  • Vector Databases
  • Local Models (Ollama, Mistral, DeepSeek, Qwen, llama.cpp)
  • Classification & Sentiment Analysis
  • Predictive Modeling
  • Vision Models

Data Engineering & BI

  • Data Architecture & Modeling
  • SQL Server, Teradata, Oracle, DuckDB
  • ETL/ELT — SSIS, ADF, Python, Custom
  • Data Lakes — Databricks, Dremio, Hadoop
  • Power BI, Full Custom BI Solutions
  • Governance, PII Compliance, Data Lineage

Full Stack Development

  • C# / .NET
  • Python
  • RESTful API Design
  • JavaScript, Vue.js, jQuery
  • PowerShell scripting
  • Git, GitHub, CI/CD (Jenkins, TFS, JIRA)

Leadership & Management

  • Global Team Leadership (onshore/offshore)
  • Agile & Scrum
  • Technical Roadmapping & Vision
  • Talent Acquisition & Development
  • Stakeholder Engagement
  • Program & Project Management

Open Source

Repositories & Gists

Public projects and code snippets across both GitHub accounts.

Repositories

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Gists

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Python Packages

Published packages on PyPI under the TroBeeOne account. View on PyPI →

YouTube

Featured Videos

A few things built and demoed.

Bee-Reviewer AI Code Review Presenter
ClauBee Claude SDK orchestrator with Ollama
Excellent Bi Excel & CSV browser-only BI with DuckDB
More on YouTube →