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AI Agent Specialist
AI Agent Specialist at TGates building a bilingual ERP assistant with voice and text commands, live-data retrieval, and on-premise deployment.
EgyptAI Agent Specialist at TGates For Digital Transformation
Built a bilingual AI conversational assistant for ERP management, replacing manual navigation with voice or text commands and on-demand report generation. Grounded responses in real business rules and live data via a hybrid retrieval engine combining vector search, keyword matching, and a knowledge graph.
AINLPRAGKnowledge GraphsVector SearchKeyword MatchingVoice InterfaceReal time ChatOn PremisePrivacy Preserving Systems
Built an AI-backed web dashboard using embedding retrieval, prompt design, and structured data preprocessing for accurate KPI responses, reducing data retrieval time by 35%. Designed an end-to-end system linking AI models, backend services, and web interfaces for KPI monitoring and analysis.
AIEmbedding Based Retrieval
BSc in Information Technology and Computer Science with a focus on Artificial Intelligence, graduated with High Honors and a GPA of 3.71.
Developed an agentic AI chatbot (LangGraph, LangChain, RAG, Groq LLM) handling 1,200+ WhatsApp interactions/month, automating meeting scheduling and reminders at a 92% success rate. Built a FastAPI backend with meeting CRUD, Calendar & Email integration, and context-aware chat access.
LangGraphLang ChainRAGGROQ LLMfastAPIWhatsApp IntegrationMeeting SchedulingCalendar IntegrationEmail Integration
Fine-tuned MARBERT for Arabic social media to automate relevance, tag, sentiment, and account-type classification via a scalable NLP pipeline with class-imbalance handling and multi-head transformer training.
MARBERTNLPFine TuningClassificationTransformersClass Imbalance Handling
Profile sourced from Himalayas.