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kerolos98/README.md

📄 README.md — copy this into your kerolos98/kerolos98 repo

Hi, I'm Kerolos Emad 👋

🤖 Machine Learning Engineer | Document Intelligence & Health-Tech 📍 Egypt | 💼 Open to opportunities 📫 kemad57@gmail.com | [LinkedIn](#) · [Kaggle](#)

About Me

Results-oriented ML Engineer with 4+ years of R&D and production experience. I specialize in Intelligent Document Extraction (IDE) and Healthcare AI — building OCR pipelines, clinical NLP systems, and MLOps infrastructure that turns unstructured data into actionable intelligence.

  • 🔭 ML R&D Engineer @ Friendlycares (Sept 2022 – Mar 2026)
  • 🏥 Expert in: ICD-10, SNOMED-CT, RxNorm, LOINC medical coding
  • 🔐 Built: HIPAA-compliant document anonymization engines
  • 🎓 BSc Computer Science, HTI — GPA 3.2 | IBM Watson Certified

🛠️ Tech Stack

AI / NLP

PyTorch TensorFlow Transformers Scikit-learn

Document AI & Vision

OpenCV Tesseract PaddleOCR DocTR Amazon Textract LayoutLM

🤖 Agentic AI & MCP

MCP LangChain AutoGen Tool Use RAG

MLOps & Engineering

Docker FastAPI Jenkins Python

📊 GitHub Stats

kerolos98's GitHub stats Top Languages

🏆 Key Projects

Project Description
Clinical Entity & Code Linker Deep learning system for automated medical billing — maps physician narratives to SNOMED-CT & LOINC
Competitive OCR Engine Open-source OCR models benchmarked to match premium paid services, cutting operational costs
Document Anonymization Engine Privacy-first pipeline enabling HIPAA-compliant ML training data
Online Examination System Led full-stack secure exam platform — Awarded Grade A

"Transforming unstructured data into actionable intelligence."

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