Hi, I'm Abdulrahman Omar
AI Engineer & Data Scientist specializing in building intelligent systems and extracting insights from complex data. Currently pushing the boundaries of what's possible with machine learning and artificial intelligence.
Work Experience
My professional journey and the roles that have shaped my career in technology and AI.
Evaluated a baseline Retrieval-Augmented Generation (RAG) system using Ragas, designing and curating tailored test datasets for more accurate benchmarkingArchitected and implemented an advanced RAG system for activeQ Protest's RFP automation platform, boosting accuracy by 15%+ through optimized retrieval pipelines and query expansion
Designed and implemented a customer segmentation and traveler-focused recommendation system for a telecom operator with live tracking for accurate personalizationDelivered personalized offers and predictive insights that enhanced customer engagement and loyalty, leading a team of 5 to develop data-driven business solutions
Relevant Coursework: Deep Learning, Data Mining, Algorithm Design, Software Engineering, RAG, NLPHead of Multimedia Committee — IEEE Zewail City (Sep 2024 – Present)Organizing Committee Member — IEEE Zewail City (Dec 2023 – Present)
Featured Projects
A selection of my recent projects showcasing my skills and experience.
NeuraViva: News-Driven Multi-Stock Forecasting
Developed an end-to-end framework that integrates financial news sentiment analysis with multi-stock time series forecasting, achieving MSE of 0.02.
Underwater Acoustic Target Detection
Engineered a dual deep learning framework combining CNN-based object detection and Siamese networks for underwater target recognition.
Gemini-Powered RAG Pipeline
Developed a modular RAG pipeline using LangChain, ChromaDB, and Google Gemini for financial document analysis.
Fraud Detection System
Trained multiple models for fraud detection with up to 98% precision on highly imbalanced IEEE-CIS dataset.
Skills & Expertise
A showcase of my technical skills and areas of expertise in the field of AI and Data Science.
Programming Languages
AI/ML & Data Science
ML Frameworks & Tools
Data Processing & Visualization
MLOps & Deployment
RAG Systems
Generative AI
Automation
Soft Skills
Get In Touch
Have a question or want to work together? Feel free to reach out!
Get In Touch
Feel free to reach out to me through any of the following channels.