hi, Obada here.

AI Engineer in Amman, Jordan. I enjoy building LLM-powered solutions, training NLP models, and designing AI agents that actually solve real problems.

Living in one of the most exciting moments in tech and trying to make the most of it.

A bit about me.

I'm an AI Engineer intern at NourNet, where I build SOC agents that autonomously investigate security tickets. My work spans LLM orchestration, model fine-tuning, and wiring agents to real tools via MCP.

  • Python
  • LangChain
  • LangGraph
  • MCP
  • Hugging Face
  • Prefect
  • MLflow
  • Docker
  • Splunk
  • Jira
  • GCP
  • Git

In my free time, you'll find me watching movies, hanging out with friends, gaming, or obsessing over the latest hardware drop. Oh, and trying to keep up with AI, which somehow keeps getting more interesting every week.

~/obada/about.jpg
Obada holding the Arabic Blueprint of AI award

Where I've worked.

AI Engineer @ NourNet

April 2026 — Present

  • Built an AI-powered SOC system that connects Jira and Splunk via MCP — agents investigate security tickets and generate structured verdicts automatically, cutting out the manual work.
  • Fine-tuned Gemma-4-2B on 25k+ historical SOC tickets using Vertex AI and LoRA to transition toward on-premise execution, eliminating API latency, recurring costs, and third-party data risks.
  • Developed a multi-tool LLM agent and benchmarked several models including Qwen 35B and Gemma 4 27B — Gemma hit 90% accuracy on real-world threat classification across categories like True Positive, Benign Positive, and Merged Duplicate.

Stuff I've been building <3

Root-Pattern Chemistry preview

Root-Pattern Chemistry

Morphology-aware Arabic word embeddings that decompose each word into root, pattern, and affixes, fuse them with a character-CNN, and train with Skip-Gram negative sampling.

Python · PyTorch · CAMeL Tools · NLP

The rest is in my GitHub