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I am a bilingual Arabic–English tutor and writer with strong communication and teaching skills. I help students and beginners: • Improve English conversation • Understand grammar in a simple way • Translate between Arabic and English accurately • Build confidence while speaking or writing I have experience in debating, leadership, and clear explanation, which helps me adapt to different learning styles. If you are looking for someone patient, friendly, and easy to communicate with — I’m here to help.

I am a Business development oriented individual. I have started several ventures around the world in countries like Norway, Israel and Finland. I like teaching and writing using all four languages I speak. I can * Help develop a business idea * Conseptualize ideas * Connect people from all walks of life together

Data scientist | AI engineer I have background in Physics (Bs.c) and years of experience building custom ML models, from time series forecasting to LLM-based solutions. i have experience with RAG, fine tunings llms,Agents and multi agent systems,model evaluation, solving complex problems in tabular data, especially classification problems,building projects from scratrch to production, with different types of data. Key Highlights Algorithm Developer Experience: Delivered real-time fall detection solutions and improved product recognition systems using Random Forest, CNN-LSTM, ARIMA, and more. Time Series & Forecasting: Created peak shaving algorithms, survival analysis modules, and electricity consumption predictions, boosting efficiency and reliability. NLP & LLMs: Built chatbots with RAG (Retrieval-Augmented Generation), developed a private language tutor bot, and integrated advanced voice cloning techniques for Arabic speech. Broad Tech Stack: Skilled in Python, PyTorch, Keras, Sklearn, AWS/GCP, SQL, big data handling, and orchestration of multi-agent systems. Whether you need time series modeling, LLM integration,tabular data, or end-to-end ML pipelines, I’m ready to bring advanced data-driven insights to your project. Let’s collaborate to build solutions that are robust, scalable, and impactful for your business. Employment History & Key Achievements Freelance Data Scientist – Gracefall (Jul 2024 – Sep 2024) • Led the research and implementation of a real-time fall detection solution for elder care. • Developed a time series classification model using Random Forest and advanced system identification techniques, achieving 97% accuracy. Algorithm Developer – Shekel Brainweigh (2022 – 2024) • Created a “zero learning” solution to derive product weights from scratch using unsupervised learning, reinforcement learning, and supervised methods. • Designed an error recognition algorithm using Random Forest and hypothesis testing that reached over 96% overall accuracy. • Enhanced system stability by adapting algorithms to new hardware and performing comprehensive model fitting. Algorithm Developer – Mprest (2018 – 2022) • Developed time series forecasting models for electricity consumption with CNN-LSTM, SVM, and ARIMA to optimize predictions. • Engineered a peak shaving algorithm for smart grid optimization and reduced energy costs. • Implemented survival analysis models to proactively detect undersea cable failures. Project Highlights MathBot: Built a Q&A chatbot for university math material using RAG (Retrieval-Augmented Generation) with a custom knowledge graph. Multi-Agent LLM Collaboration: Created a multi-agent system where large language models collaborate to develop web applications. Climate Change Forecasting: Benchmarked machine learning and deep learning models against traditional physical models to predict climate trends. NLP in Social Networks: Applied topic modeling (LDA) to analyze social media posts by Israeli politicians, extracting actionable insights. PlanTrip: Developed a global trip planning app integrating Google APIs, NLP, and Flask for seamless server-side integration. Neural Voice Cloning: Implemented advanced deep learning techniques (using models like DeepVoice3) for Arabic voice cloning. Technical Skills Programming & Libraries: Python, PyTorch, Keras, Sklearn, Pandas, Numpy ML/AI Techniques: Time Series Forecasting, LLMs, RAG, CNN-LSTM, ARIMA, Reinforcement Learning Cloud & Data Management: AWS, GCP, SQL, BigQuery, MySQL, Cassandra Other: Model Evaluation, Multi-Agent Systems, Real-Time System Deployment

Results-driven computational linguist specializing in training and optimizing natural language understanding (NLU) machine learning models for commercial applications. A fast learner who quickly adapts to new technologies and techniques on the job, combining an independent, research-driven approach, focusing on overcoming obstacles and delivering results effectively. Skilled in artificial data generation and correction. A strong background in customer success and software localization project management. Proven ability to facilitate seamless communication across cross-functional teams and external stakeholders, ensuring alignment with client goals and successful project delivery. Received a certification from a Data Science bootcamp. Completed online courses in prompt engineering and fine-tuning techniques. Native Japanese speaker with near-native proficiency in English.