Open to opportunities

Rafik Sameh

@rafiksameh

Message

I build production AI systems for healthcare automation, insurance prediction, and clinical decision support.

Egypt

Message

What I'm looking for

I'm looking to build production-grade AI solutions that automate workflows, improve operational efficiency, and create measurable business impact through LLMs, RAG, agentic AI, machine learning, and computer vision.

I'm building end-to-end AI solutions at Andalusia Group for Healthcare Services, integrating LLMs, RAG, and agentic AI with enterprise data for healthcare operations.

I develop AI/ML systems for insurance prediction, clinical decision support, patient workflows, and conversational automation, translating business needs into scalable solutions with measurable impact.

My projects include a multi-agent quality assurance system for call-center monitoring, a lab approval prediction agent using historical data and insurance rules, and an HR RAG chatbot for policy questions, auditing, and memory handling.

I've also worked on driver-behavior monitoring, internet-traffic forecasting, and satellite-image waterflood segmentation. My hands-on stack includes Python, TensorFlow, PyTorch, LangChain, LangGraph, CrewAI, FastAPI, Docker, SQL, and vector databases.

Experience

Work history, roles, and key accomplishments

Current

Mid-Level AI Engineer

Current

Andalusia Group For Healthcare Services

Dec 2025 - Present (9 months)

Develop and deploy end-to-end AI solutions for healthcare operations, including LLM, RAG, and agentic AI systems integrated with enterprise data. Build AI/ML solutions for insurance prediction and clinical decision support, and translate business needs into scalable AI solutions with measurable impact.

LLM RAG Agentic AI Machine Learning Computer Vision Enterprise Integration AI Automation Conversational AI

Internship in Data Science

Eventum Solutions

Jul 2025 - Oct 2025 (3 months)

Performed time series analysis using SARIMA, ARCH models, and deep learning methods. Developed large language models and AI agents, and deployed models to production.

Time Series Analysis SARIMA Arch Deep Learning LLM AI Agents Agno Crew AI LlamaIndex Model Deployment

Internship in Computer Vision

Cellula Technologies

Feb 2025 - Apr 2025 (2 months)

Worked on real-world problems such as teeth disease classification and shop thief detection, using satellite images and pre-trained models for segmentation, classification, and object detection. Deployed models using Flask and FastAPI.

Computer Vision Image Segmentation Classification Object Detection Pre Trained Models Flask fastAPI

Internship in Machine Learning and Data Analysis

Cellula Technologies

Sep 2024 - Nov 2024 (2 months)

Dealt with complex datasets and applied exploratory data analysis. Worked on hands-on projects using machine learning algorithms and deployed models using Flask, Django, and FastAPI.

Machine Learning Data Analysis Exploratory Data Analysis Flask Django fastAPI