As a member of R&D team solve and deploy AI solutions.Worked in a project to detect patient outlier’s claims.Worked in Association rule algorithm to score system stages.Worked in NLP project call AICode to help retrieving the CPT, ICD10 and some meta info form patient recordWorked in classification drugs and find new links between drugs using deep learning.Worked on a medical voice chatbot to collect patient info with voice.Developed the unsupervised claim validation pipeline with feature importance API on fastapi.Developed a supervised pipeline on big data using Databricks platform and spark for AIReview Project.Developed unsupervised/supervised pipeline integrated with the embedding from LLM for classification and anomaly detection from tabular data.Developed a Big Data pipeline with Large Language model to classify medical claims using LLM and Spark framework.Developed a Medical LLM pipeline with elastic search, langchain and (Retrieval-Augmented Generation) RAG for Gazal Medical Assistant Product.Fine-tuned a LLM Like Llama 7b, Phi-2, Zypher, Mistiral On huge corpus of medical dataset for Gazal Medical Assistant Product.

Worked as a freelancer Data Scientist and Machine learning Engineer and some small C++ programs and scrapping.

Designed and developed End to End Abnormal crowd detection and activity classification.Used some main machine learning techniques like weakly supervised and conditional GAN using python.Developed using some computer vision package Opencv for optical flow.Developed using some ML packages Tensorflow, Keras, Pytorch.Developed a Flask API for UI interactions with ML core.

Scholarship in The Artificial Intelligence Professional (AI-Pro) program a 9-month post-graduate professional training program in Machine Learning and Artificial Intelligence. The program is developed in partnership with the French Graduate School of Computer Science and Advanced Technologies (EPITA).

Design and development with C++, SQL and MFC as user interface.Adding some features of ERP by .NET software product and interactive with it by C++/CLI.Working under Agile (Scrum and Kanban) as management process.Writing unit tests for C++ projects using Microsoft native test framework And Python.Develop POS App Using Xamarin Corss Platform by C#.Develop Automation Testing Framework Using Appuim For POS Xamarin APP C#