Anas Al Dahamsheh

Anas Al Dahamsheh

AI Engineer
Jordan
English, Arabic
Full-time On-site

About Me

AI Engineer who builds production-ready large language model (LLM) applications end to end: retrieval-augmented generation (RAG), AI agents with tool calling, chatbots, automation and LLM evaluation, backed by full-stack…

Experience

AI Engineer

ITC International · Amman , Amman , Jordan
Dec 2025 - Present · 11 months

<p>Build LLM-powered applications, chatbots and Python automation workflows end to end, from prompt and pipeline design to integration and testing.</p><p> Create training and evaluation datasets for AI models, writing challenging multilingual prompts across formats, languages and Arabic dialects to target known and new failure modes.</p><p> Design adversarial test scenarios (AI red teaming) that probe LLM reliability, factual accuracy, hallucination, bias and unsafe behavior.</p><p> Evaluate model outputs against a structured rubric (accuracy, relevance, completeness, neutrality, safety, source validation) and trace the root cause of each failure with supporting evidence.</p><p> Deliver reproducible defect reports (prompt, response, weakness, recommended correction) that drive model improvements and technical investigation.</p>

Content Security Moderator

BIGO Live · Amman , Amman , Jordan
Apr 2023 - Dec 2025 · 2 years 7 months

<p>Reviewed live-stream and user-generated content, identifying harmful material and policy violations and applying community guidelines to keep the platform safe.</p><p> Worked with the team to sharpen policy interpretation and reporting practices, experience that now underpins AI safety and evaluation work.</p>

Skills

Python TypeScript JavaScript SQL HTML CSS LLM application development RAG AI agents agentic workflows tool/function calling chatbots prompt engineering structured outputs LangChain LangGraph LlamaIndex Model Context Protocol (MCP) Gemini API OpenAI API Ollama PyTorch Hugging Face Transformers scikit-learn fine-tuning (LoRA) NumPy pandas AI red teaming LLM evaluation hallucination and grounding checks citation verification rubric-based scoring bias and safety testing training data creation Embeddings vector search hybrid search (BM25 + dense) HNSW pgvector RRF MMR Arabic NLP language detection near-duplicate detection web scraping fine-tuning dataset generation FastAPI Node.js REST APIs async Python
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