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Ranim Hisham

@ranimhisham

AI Agent Specialist at TGates building a bilingual ERP assistant with voice and text commands, live-data retrieval, and on-premise deployment.

Egypt

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What I'm looking for

I'm seeking opportunities in AI Engineering, Applied Machine Learning, and Generative AI.

At TGates For Digital Transformation, I built a bilingual Arabic-English assistant for ERP management that lets users navigate and generate reports through voice or text. I grounded responses in business rules and live data, with a human review step before write operations and on-premise deployment.

For my AutoTune AI graduation project, I built a no-code platform for fine-tuning Qwen3 models across domains and personas, with automated hyperparameter selection and post-training evaluation. My other projects span Arabic NLP, healthcare computer vision, and IoT, including a colonoscopy severity classifier and an attendance system with face recognition.

Experience

Work history, roles, and key accomplishments

Current

AI Agent Specialist

Current

TGates For Digital Transformation

Feb 2026 - Present (8 months)

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.

AI NLP RAG Knowledge Graphs Vector Search Keyword Matching Voice Interface Real time Chat On Premise Privacy Preserving Systems

Intern

Egyptian Ministry of Finance

Oct 2025 - Nov 2025 (1 month)

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.

AI Embedding Based Retrieval Prompt Design data preprocessing KPI Monitoring Web Development Backend Services

Intern

ITIDA

Aug 2025 - Sep 2025 (1 month)

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.

LangGraph Lang Chain RAG GROQ LLM fastAPI WhatsApp Integration Meeting Scheduling Calendar Integration Email Integration

Intern

Rawnaa Media

Aug 2025 - Sep 2025 (1 month)

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.

MARBERT NLP Fine Tuning Classification Transformers Class Imbalance Handling