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18 followers · 35 following
  • Freelance certified health data analyst
  • Bothell, WA
  • 21:07 (UTC -07:00)
  • LinkedIn in/salomescherer

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ChapaMchivi/README.md

Hi there 👋

🛠 Languages and Tools:

📈 What I'm working on:

  • Agentic AI: Automating patient feedback workflows.
  • Fairness: Auditing clinical triage models for algorithmic bias.
  • Data Engineering: Building robust FHIR-compliant pipelines.

🚀 Featured Projects

🏥 Healthcare AI, Analytics & Interoperability

  • ed-triage-fairness-audit: Algorithmic bias audit of an ED clinical triage model. #AzureML #ResponsibleAI #BiasMitigation
  • healthcare-ai-bias-audit: Automated fairness auditing pipeline for clinical triage models. #Python #Fairlearn #ClinicalAnalytics
  • MyFhirApp: .NET 8 pipeline for transforming CSV health data into FHIR resources. #FHIR #HL7 #DotNet #DataInteroperability
  • hedis-hospital-analysis: HEDIS-aligned analysis notebook with simulated screening flags. #HEDIS #PublicHealth #DataAnalysis

🤖 AI Agentic Workflows & Automation

  • Rural-GP-Clinic-Feedback-Agent: n8n agentic-AI workflow for automated triage of patient feedback. #n8n #AgenticAI #WorkflowAutomation
  • Feedback-Agent-n8n: Automated feedback-processing pipeline leveraging Google Gemini. #GeminiAI #Automation #LangChain
  • inventory-check-automation: Weekly inventory auditing workflow with AI-crafted summaries. #Automation #LLM #InventoryManagement
  • TABLE-BOOKING-BOT: AI-powered natural language booking bot. #AI-Agent #GoogleGemini #NLP

📊 Data Science & Visualization

  • Cardiovascular-Disease-Dataset: End-to-end machine learning pipeline for cardiovascular disease prediction. #MachineLearning #Classification #HealthData
  • Banknote-Authentication: K-Means clustering application for feature grouping. #UnsupervisedLearning #Clustering
  • tableau-web-project-v1: Data-driven visualization analyzing hospital Length of Stay performance. #Tableau #DataViz #HealthcareAnalytics
  • ibm-cognos-portfolio: Dashboard site showcasing Cognos and Excel visualizations. #IBM-Cognos #BusinessIntelligence

🌐 Web Applications

  • apollonia-employee-app: CRUD backend for managing employees and departments. #MongoDB #NodeJS #WebDev
  • weather-app-backend: Responsive application delivering live weather updates. #REST-API #JavaScript #WebDesign

📫 Reach out for collaborations: LinkedIn

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  1. healthcare-ai-bias-audit healthcare-ai-bias-audit Public

    An automated fairness auditing pipeline for clinical triage models, evaluating demographic parity and equalized odds across healthcare datasets using Fairlearn.

    Jupyter Notebook

  2. ed-triage-fairness-audit ed-triage-fairness-audit Public

    An algorithmic bias audit and fairness evaluation of an emergency department clinical triage model using Azure Machine Learning and macro-balanced mitigation strategies.

    Python 1

  3. MyFhirApp MyFhirApp Public

    .NET 8 pipeline for transforming CSV health data into FHIR resources with modular mapping, structured logging, and unit tests. Current milestone delivers dry‑run validation and test coverage. Futur…

    C#

  4. apollonia-employee-app apollonia-employee-app Public

    Build a CRUD backend for managing employees and departments at Apollonia Dental Practice

    JavaScript

  5. Feedback-Agent-n8n Feedback-Agent-n8n Public

    Automated feedback‑processing workflow built in n8n. Reads new customer reviews from Google Sheets, classifies them with Google Gemini, and routes each message to the right team automatically.

  6. Rural-GP-Clinic-Feedback-Agent Rural-GP-Clinic-Feedback-Agent Public

    A lightweight agentic‑AI workflow built in n8n to help a rural GP clinic automatically triage patient feedback. Using LLM‑based classification, structured routing, and human oversight, it categoriz…

    1