I build real-world AI systems that transform raw data into intelligent, actionable insights.

My work focuses on:

• 🤖 Machine Learning & AI systems
• 🌍 Multilingual NLP (English / Arabic / French)
• 🔗 Knowledge Graphs & Neo4j
• 📊 Spatio-temporal modeling & forecasting
• ⚙️ Data engineering & large-scale pipelines
• 🧠 LLM-powered applications (local & production)

• 🧩 AI Datasets & Benchmarks (e.g., IdiomX)
• 🔍 Retrieval Systems (RAG, semantic search)
• 🔗 Graph-based intelligence systems
• 📈 Prediction models (time + location)
• 📄 LLM-based analysis tools (contracts, text, etc.)
• ⚡ End-to-end pipelines (data → model → deployment)

• 190K+ examples
• EN 🇬🇧 | AR 🇸🇦 | FR 🇫🇷
• Tasks:
  • Idiom detection
  • Context → idiom retrieval
  • Arabic → English idiom retrieval

🔗 HuggingFace: https://huggingface.co/datasets/aymansharara/IdiomX
🔗 Kaggle: https://www.kaggle.com/datasets/aymansharara/idiomx

• Project Management (PMP)
• Team Leadership & Delivery
• Microsoft Access & Database Design
• Network & System Architecture
• Visio (System Design & Diagrams)

• Graphic Design
• Video Editing
• Sound Editing

I focus on building systems that are:

• ✔ Practical
• ✔ Scalable
• ✔ Explainable
• ✔ Actually useful

• 💼 LinkedIn: https://www.linkedin.com/in/ayman-sharara/

I like taking messy, complex data…
and turning it into something that actually makes sense 😄