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AI Governance Practitioner | Building Responsible AI Systems from Infrastructure to Policy
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Assessing your cultural and operational fit
MSP4-LLC
Data Scientist
June 21, 2026 – Present
ethops
April 2, 2026 – Present
ITIL-driven autonomous DevOps team framework for scientific computing infrastructure
View Projectplanegraph-aviation-tracker
March 18, 2026 – Present
A self-hosted aviation data platform that receives, decodes, segments, and serves ADS-B aircraft surveillance data through a web UI with live map visualization and data science capabilities — all on a single edge box.
View Projectrimworld-ai-colony-coplay
January 17, 2026 – Present
This project explores a novel human-AI collaboration pattern: co-playing a complex simulation game where the AI has persistent memory of colony history and provides advice based on real game state.
View Projectradioastronomyio-website
December 28, 2025 – Present
Primary website for RadioAstronomy.io. Developed with Google Antigravity and spec-driven development and hosted on Azure Static Web Apps via CI/CD Github Actions.
View Projectyear-of-code-2026
December 14, 2025 – Present
2026's Project Sandbox: AI, ML, agentic coding, RAG, cloud infra, and the occasional shiny object.
View Projectnist-ai-rmf-cookbook
September 22, 2025 – Present
NIST AI RMF applied to a real research cluster. We govern our own AI tools, document decisions, and share templates. Practical governance for small teams.
View Projectsteam-dataset-2025
August 31, 2025 – October 6, 2025
A modernized version of the 2019 Kaggle Steam Store Games dataset, built using current Steam APIs and multi-modal database architecture. Features complete catalog collection, vector embeddings for semantic search, and graph analysis of gaming industry relationships.
View Projectspec-driven-ai
July 14, 2025 – July 14, 2025
Outcome-driven infrastructure through systematic AI collaboration within enterprise Proxmox Astronomy Lab. Validates RAVGV methodology with comprehensive observability, state persistence, and structured validation loops for scalable human-AI cooperation.
View Projectproxmox-astronomy-lab
November 21, 2023 – Present
Open-science computational astronomy built to be reproduced. We pursue discovery-oriented research on modern spectroscopic surveys and publish the entire research lab, infrastructure included, as code.
View Projectdocker-compose-cookbook
October 7, 2023 – Present
A collection of Docker compose scripts centered around use in a home lab for learning IT technologies.
View ProjectCultural Fit Analysis
The candidate's extensive personal projects demonstrate a strong passion for technology, continuous learning, and open-science principles. The diversity of projects, from computational astronomy to AI co-play and home lab infrastructure, indicates a broad interest and a self-starter mentality. However, the lack of team-based or corporate project experience makes it difficult to fully assess cultural fit within a structured organizational environment. The current role as 'Data Scientist' at MSP4-LLC aligns with the target role, but details are limited.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions suggest a proactive, research-oriented, and self-directed individual, but direct assessment data is missing.