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Assyrian91/README.md

Assyrian AI

Khoshaba Odeesho

Data Scientist · AI Automation Engineer · Melbourne, Australia


🔴 Latest Project — Live Now

🏠 Melbourne Northern Corridor — Property Intelligence Platform

End-to-end data product: SQL · Python · XGBoost · Gemini AI · Streamlit · Power BI · n8n

What Detail
📊 Database 6-table Supabase PostgreSQL schema · 249 rows real Victorian Government data
🤖 ML Models XGBoost champion · MAE $11,744 · 98.1% avg confidence
🧠 AI Narratives Google Gemini 2.0 Flash · 8 suburb reports auto-generated
📈 Dashboards Streamlit 5-page live dashboard + Power BI 4-page BI report
⚙️ Pipeline n8n 10-node workflow · runs daily 7am · Telegram delivery
📍 Suburbs Craigieburn · Mickleham · Roxburgh Park · Beveridge · Wallan · Donnybrook · Kalkallo

Headline insight: Mickleham grew from $168,000 to $710,300 — 12.29% CAGR over 12 years (+323% total)


🧠 About Me

Former Hotel Duty Manager (13+ years, Iraq) → now building production-grade data science and AI automation systems in Melbourne.

I combine operational business thinking with technical depth across the full data stack:

  • Data Engineering — PostgreSQL, Supabase, Turso, pipeline design, SQL window functions
  • Machine Learning — XGBoost, scikit-learn, MLOps, feature engineering
  • AI Integration — Gemini, OpenRouter, RAG, LLM-powered automation
  • Business Intelligence — Power BI, DAX, Streamlit, Plotly
  • Automation — n8n workflows, API integrations, scheduled pipelines

Actively seeking Data Analyst · Analytics Engineer · AI Automation roles in Melbourne.


🛠️ Tech Stack

Python SQL Pandas NumPy scikit-learn XGBoost Power BI Streamlit Supabase n8n Google Gemini Plotly Docker GitHub Turso


📊 GitHub Stats


🚀 Projects

🏠 Property Intelligence & Real Estate

  • prop-market-intelligence 🔴 LIVE — Melbourne Northern Corridor Property Intelligence Platform · SQL · XGBoost · Gemini AI · Streamlit · Power BI · n8n

  • hotel-intelligence 🔴 LIVE — Hotel Operations Intelligence Suite · SQL · Linear Regression · Streamlit · Power BI · n8n

🗣️ AI-Powered Data Tools

  • text-to-sql-explorer 🔴 LIVE — Ask any database a question in plain English · auto-detects schema · Turso (SQLite) · OpenRouter · PyGWalker

⚙️ AI Automation & n8n Workflows

🤖 Machine Learning & MLOps

⚙️ AI Automation & n8n Workflows

📊 Data Analysis & BI Dashboards

📌 View all repositories →


📫 Let's Connect

💼 LinkedIn khoshaba-odeesho-17b5b92aa
💻 GitHub github.com/Assyrian91
📫 Email khoshaba.odeesho@gmail.com
🔴 Live Project prop-market-intelligence-khoshaba-odeesho.streamlit.app

Built with real data · Deployed with real tools · Ready for real work

Pinned Loading

  1. au-hotels-cancellation au-hotels-cancellation Public archive

    Analysis of Australian hotel booking cancellations

    HTML

  2. dynamic-pricing-strategy dynamic-pricing-strategy Public

    End-to-end dynamic pricing system using XGBoost demand prediction, FastAPI deployment, and Airflow orchestration. R² = 0.95

    Python

  3. fraud-detection-project fraud-detection-project Public

    Credit Card Fraud Detection System using Machine Learning

    Jupyter Notebook

  4. hotel-intelligence hotel-intelligence Public archive

    Hotel Operations Intelligence Platform — SQL, Python, XGBoost, Gemini AI, Streamlit, Power BI

    Python

  5. mlops-churn-pipeline mlops-churn-pipeline Public

    End-to-end MLOps pipeline for customer churn prediction, from data processing to model deployment

    Python

  6. prop-market-intelligence prop-market-intelligence Public

    Melbourne Northern Corridor Property Intelligence Platform — SQL, Python, XGBoost, Gemini AI, Streamli

    Python