AI Engineer / Data Scientist / Open Source Nerd

i make AI tools healthcare workers actually want to use

5 years professional experience3 AI Models In ProductionMultiple open source projects

Featured Projects

A selection of my recent work in AI, healthcare, and open source

Smarter drafting, fewer regrets.

A Python-based CLI assistant that helps you dominate your fantasy football draft using local AI. Combines VORP-based player rankings with real-time news analysis via Ollama to suggest optimal picks.

PythonPandasOllamaBeautifulSoup+2 more
AIFantasy FootballLLMCLIOllamaNLPPython
Role: Full Stack Developer
open source

Let's make prior auth suck less.

An open-source platform to explore and build smarter prior authorization rules. Features a provider-focused web app that showcases crowd-sourced rule definitions, an AI assistant, and a smart form builder—all optimized for transparency and automation.

Next.jsTailwindCSSFastAPIAzure OpenAI+1 more
HealthcareAILLMPrior AuthOpen SourceTransparency
Role: Full Stack Developer

GenAI Prior Authorization System

July 2024
work

AI-powered prior authorization automation

Led GenAI initiative in prior authorization, automating urgent request detection with high accuracy and adding AI clinical summarization capabilities.

PythonOpenAITransformersAzure+1 more
GenAIHealthcarePrior AuthorizationAI Governance
Role: Senior Data Scientist

Experience

My journey in data science and AI, with a focus on healthcare applications

Senior Data Scientist

Blue Cross Blue Shield of Louisiana
Baton Rouge, LA
July 2024 - Present
Featured

Leading GenAI initiatives in healthcare, specializing in prior authorization automation and AI governance.

Key Achievements:

  • Led GenAI initiative in prior authorization, automating urgent request detection achieving high accuracy and adding AI clinical summarization
  • Advised AI Governance Committee on policy decisions for ethical AI use in healthcare
  • Implemented GenAI automation for customer service and MCHAPS survey analysis, cutting turnaround from one week to minutes
  • Managed annual wellness visit outreach model, coordinating delivery of messaging to 30,000+ members

Technologies & Skills:

PythonGenAIAI GovernanceHealthcare AnalyticsProject ManagementCross-functional Collaboration

Skills & Technologies

My technical toolkit, organized by expertise level

Data & Analytics

PythonSQLPySparkPandasNumPyData VisualizationETL PipelinesStatistical AnalysisTableauPowerBIDatabricks

Machine Learning & AI

Machine LearningDeep LearningNatural Language ProcessingComputer Visionscikit-learnTensorFlowPyTorchTransformersOpenAIGenAIAI GovernancePredictive ModelingspaCyOpenAI APILangChainMLOpsModel Monitoring

Cloud & Infrastructure

AzureDockerCI/CD

Web Development

ReactNext.jsTypeScriptJavaScriptNode.jsFastAPIFlaskPostgreSQLREST APIsTailwindCSS

Tools & Others

GitGitHubJupyterVS CodeLinuxBashOllamaMCPRustProject Management

Let's Connect

I'm always interested in new opportunities, collaborations, and interesting conversations about AI and healthcare.