Mohamed Elbir
Data Scientist- Driving Healthcare Insights with Machine Learning, Predictive Modeling, and Advanced Analytics | Python, SQL | Azure & Databricks |Power BI & Tableau | Healthcare & Logistics
- Role
- Data Scientist Machine Learning at Humana
- Location
- Louisville, KY, US
- LinkedIn followers
- 500 followers
About Mohamed Elbir
I’m an AI/ML Engineer with a proven track record of building and deploying scalable…
Experience
Data Scientist Machine Learning
Aug 2023 — Present · Louisville, KY, US
Built & deployed ML classification models (Logistic Regression, KNN, Random Forest, XGBoost) on 1M+ records with 85% accuracy, improving prediction reliability across 5 integrated datasets.• Developed NLP pipelines (TF-IDF + Logistic Regression) achieving 89% accuracy on automated metadata classification, saving 500+ man-hours/year and $50K.• Created LLM-powered summarization tool using LangChain, OpenAI API, PyPDF2, cutting legal review time by 70%.• Integrated bias testing and CI/CD for ML models on Azure Databricks, ensuring fairness & compliance.• Designed Power BI dashboards for operational metrics, improving decision-making efficiency by 30%.
Education
Code Louisville
Front-End Developper, Information Technology
2020 — 2020
University of Maryland Global Campus
Bachelor's degree, Data Science
2024 — 2025
General Assembly
Certificate , Data analysis
2021 — 2021
University of Maryland Global Campus
Master of Science - MS, Data Analytics
Borough of Manhattan Community College
Associate's degree, Computer Science
2013 — 2016
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