Third-year Data Science student at USAL in Beirut, graduating June 2026. I work where business systems meet AI agents — building Odoo modules in production and LangGraph agents in development.
- Mobile Arts internship — shipped one production Odoo 18 auction module as sole developer
- XpertBot internship — built ten Plotly dashboards on renewable-energy data
- Six personal projects across agents, NLP, ML pipelines, deep learning, and Android
I'm available now for ERP / Odoo, Python, and AI / ML engineer roles — remote, hybrid, or Beirut-based. Internship-friendly and full-time-ready.
| 🟢 Building | AtlasBrief — refactoring the LangGraph state machine so agent decisions are observable from the UI |
| 🔵 Reading | Designing Data-Intensive Applications (Kleppmann) · LangGraph release notes |
| 🟠 Studying | Production patterns for multi-agent systems · cost optimization for two-model LLM routing |
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LangGraph travel-planning agent. RAG over Postgres + pgvector. Three Pydantic-validated tools. Two-model LLM routing with per-request cost logging.
Status — in service |
📊 AtelierPlain-English property descriptions → grounded prices. LLM extracts features, scikit-learn Random Forest predicts (R² 0.90), second LLM grounds against training stats.
Status — shipped · R² 0.90 on Ames Housing |
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RAG-grounded vs. plain LLM. Local logistic regression vs. zero-shot. 20K tickets benchmarked. Recommends what to ship at 10K tickets/hour.
Status — benchmark complete · 20K tickets |
From-scratch NER on BC5CDR. BiLSTM-CRF + Viterbi decoding, character-CNN embeddings, attention, GloVe vectors. Ablation studies. Live Gradio demo.
Status — shipped · 87% F1 |
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Sole developer at Mobile Arts. Bid validation, proxy bidding, anti-sniping, Buy Now, payment tracking, security rules, QWeb templates.
Status — deployed · internship deliverable |
Gamified Android debugging tutor. Learning paths, AI mentor support, XP/streaks, leaderboards, live multiplayer debug battles. MVVM + Hilt + Room.
Status — shipped · educational |
| 🎓 IBM — RAG and Agentic AI (Mar 2026) | Professional Certificate · 9 courses. RAG pipelines, vector databases, LangChain, LangGraph, CrewAI, AutoGen, BeeAI, MCP, multi-agent systems. |
| 🤖 Anthropic — Claude Code in Action (Nov 2025) | Official Anthropic certification. AI-assisted development, tool chaining, context management, MCP integration. |


