Linnette Builds
Currently pursuing CHC Certification
Documenting my transition from healthcare compliance to data analytics—one project at a time.
🙃 About Me
From Medicaid to DataFor over 20 years, I’ve worked in healthcare, helping seniors navigate one of the most complex systems in America — Medicaid eligibility, long-term care, compliance, and reimbursement.Along the way, I discovered something unexpected: I love data.Today I’m learning SQL, healthcare analytics, compliance, Power BI, and AI while documenting everything I learn so other career changers can benefit from the journey. Whether you’re coming from healthcare or another nontraditional background, I hope this hub helps you see that it’s never too late to start.Get in Touch!
📬 Contact me
Let’s build something useful together.Whether you’re following my journey, in healthcare, learning SQL, or just love talking about data, I’d love to connect — I’m always happy to meet other lifelong learners.For professional inquiries, collaborations, speaking opportunities, or networking about healthcare, SQL, analytics, and process improvement:✉️ Email Me💼 Connect on LinkedIn
See what I’m building.• SQL projects
• Power BI dashboards
• Learning repositories
• Portfolio🐙 View Projects
Looking for SQL resources?I’ve organized all the websites, books, YouTube channels, and tools that have helped me learn.📚 Browse Resources
📚 Resource LIBRARY
One place for everything I’m learning.Inside you’ll find 700+ carefully curated resources covering SQL, Power BI, Excel, Python, AI, healthcare analytics, certifications, datasets, books, communities, and more—all organized so you can spend less time searching and more time building.
| Resource | Description | Category |
|---|---|---|
| SQLBolt | Interactive | SQL Lessons |
| SQLZoo | Hands-on SQL practice | SQL Learning |
| Mode SQL Tutorial | Business-focused SQL tutorial | SQL Learning |
| W3Schools SQL | SQL reference and examples | SQL Learning |
🚀 Building in Public
Learning by building real-world software.I’m documenting my transition from healthcare compliance to data analytics by building real projects from the ground up.
- CURRENT BUILDS -
🤖 Medicaid AI AssistantAI-powered case management assistant that automates weekly case updates, preserves workflow continuity, and streamlines long-term care Medicaid operations.
Tech
Python • OpenAI • Excel • AI • xlwings
Status
Under Active DevelopmentView on GitHub
🔬 Medicaid Analytics LabA laboratory for SQL, Python, dashboards, reporting, and healthcare analytics focused on long-term care Medicaid operations.
Tech
SQL • Python • Power BI • Excel • Git
Status
Under Active DevelopmentView on GitHub
⭐ Review Manager TrackerAI-assisted application for organizing products, capturing notes, generating review drafts, and managing review workflows.
Tech
Python • SQL • OpenAI • SQLite • Git
Status
Under Active DevelopmentView on GitHub
📚 Data Nerd LibraryCurated collection of SQL, Python, AI, Excel, Power BI, GitHub, and analytics learning resources.
Tech
Google Sheets • Excel • SQL • Python • AI
Status
Continuously UpdatedView on GitHub
🌍 Linnette BuildsMy public engineering journal documenting projects, architecture, tutorials, and the journey of building software in public.
Tech
Markdown • GitHub • HTML • Carrd • Technical Writing
Status
Actively GrowingView on GitHub
- FUTURE BUILDS -
🏗 LTC Analytics WarehouseEnterprise data warehouse architecture supporting healthcare reporting, business intelligence, ETL pipelines, and operational analytics.
Tech
SQL • Data Warehousing • ETL • Power BI • Database Design
Status
Planned
⚙️ Workflow AutomationsWorkflow automation engine connects spreadsheets, AI, APIs, and operational processes to eliminate repetitive manual work.
Tech
Python • APIs • Automation • OpenAI
Status
Planned
🧠 Medicaid Case IntelligenceDecision-support engine that analyzes Medicaid cases, identifies risks, summarizes documentation, and assists specialists with eligibility insights.
Tech
Python • AI • NLP • SQL • OpenAI
Status
Planned
📄 Medicaid Document IntelligenceDocument intelligence platform that extracts, classifies, summarizes, and validates Medicaid forms using OCR and AI.
Tech
OCR • Python • OpenAI • Document AI • APIs
Status
Planned
⚖️ Medicaid Rules EngineBusiness rules engine that evaluates Medicaid eligibility using configurable policy logic and regulatory workflows.
Tech
Python • Rules Engine • SQL • APIs
Status
Planned
📚 Medicaid Knowledge BaseCentralized repository of Medicaid policies, forms, manuals, FAQs, and reference materials for specialists and AI applications.
Tech
Markdown • AI • Search • SQL • APIs
Status
Planned
🎯 Medicaid Case SimulatorInteractive simulator for modeling Medicaid eligibility scenarios, policy changes, asset transfers, and financial planning outcomes.
Tech
Python • AI • SQL • Simulation Models
Status
Planned
🌐 Medicaid APIBackend API providing secure access to platform services, integrations, authentication, and healthcare data exchange.
Tech
FastAPI • Python • REST APIs • SQL • Authentication
Status
Planned
🚀 Building in Public
Learning by building real-world software.I’m documenting my transition from healthcare compliance to data analytics by building real projects from the ground up.
- CURRENT BUILDS -
Long-Term Care Medicaid Pending AnalyticsI'm designing a fictional relational database inspired by real-world long-term care Medicaid workflows. This project focuses on database design, SQL development, reporting, and business analytics while demonstrating how data can improve operational efficiency and decision-making.Follow the project on GitHub as I document the journey from business requirements and schema design to SQL queries, dashboards, and analytical insights.🖊️ GitHub
SQL • Database Design • Healthcare Analytics • Business Intelligence
Product Review Manager & TrackerI'm building an AI-assisted review management application that helps organize products, capture personal notes, generate polished review drafts from my own experiences, and track review progress. This project combines full-stack development, SQL, browser automation, and AI into a practical tool I use throughout the week.Follow the project on GitHub as I build the database, dashboard, browser extension, and AI-powered workflow one feature at a time.🖊️ GitHub
Full-Stack Development • SQL • AI Integration • Automation
⚙️ Workflow Automations → workflow-automations
🧠 Medicaid Case Intelligence → medicaid-case-intelligence
📄 Medicaid Document Intelligence → medicaid-document-intelligence
⚖️ Medicaid Rules Engine → medicaid-rules-engine
📚 Medicaid Knowledge Base → medicaid-knowledge-base
🎯 Medicaid Case Simulator → medicaid-case-simulator
🌐 Medicaid API → medicaid-api
💭 My Thoughts
Not every lesson fits in a dashboard.This is where I write about the messier parts of a career change—what it's like learning SQL as a non-engineer, what I wish I'd known when I started, and the small wins that keep me moving forward.✍🏼 Linnette Builds (LinkedIn)
Building in public: project updates, lessons learned, and career growth.✍🏼 Substack
Reflections on career growth, healthcare, and learning data analytics.📝 Hashnode
Technical articles, SQL tutorials, and project documentation.
📝 SQL TIPS
Small lessons, one query at a time.A running collection of the SQL concepts, syntax, and “aha” moments I’ve picked up along the way — written the way I wish someone had explained them to me. If you’re learning SQL from scratch too, hopefully these save you a few Google searches.