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alisadeghiaghili/README.md

Ali Sadeghi Aghili

Data Scientist · AI Engineer · Open-Source Builder

LinkedIn Twitter Instagram Stack Overflow Links

👋 Who am I?

I'm a Data Scientist and AI Engineer with a PhD in Automation, focused on building production-grade ML systems for Industry 4.0 environments. I don't just prototype — I ship things that run in the real world, on real data, under real constraints.

Currently leading AI & data initiatives at IME, where I architect data pipelines, deploy ML models, and orchestrate workflows with Apache Airflow. I build and maintain open-source Python and R packages, and I care deeply about clean APIs, solid documentation, and reproducibility.

  • 🔬 Core expertise: statistical modeling, distribution fitting, anomaly detection, time-series, ETL pipelines
  • 🤖 Working with: LLMs, Apache Airflow, ML pipelines, data engineering
  • 📦 Publisher of Python & R packages used in production
  • 🌍 Based in Tehran, Iran — building in the open

🧰 Core Stack

Languages

Python R SQL Shell

ML / Data

scikit-learn PyTorch TensorFlow Pandas NumPy Plotly

Infra & Orchestration

Apache Airflow AWS Azure DevOps Docker

📦 Featured Projects

Project Description Lang Stars
📊 py-distfit-pro Production-grade statistical distribution fitting — 30 distributions, MLE/MoM/Quantile, Bootstrap CI, multilingual (EN/FA/DE) Python 🔬
🇮🇷 farsi-faker Generate realistic fake Persian names for testing & development Python ⭐ 18
🔒 v2ray-finder Fetch & aggregate public V2Ray server configs from GitHub Python ⭐ 14
🌐 ShecanDNSSetter Automated DNS configuration tool Python ⭐ 9
⏬ smart-dl Resilient multi-threaded YouTube & podcast downloader built for unstable networks & VPNs Python ⭐ 1
📊 distfitr Statistical distribution fitting toolkit R 🔬
🔍 missingly Missing data detection & analysis Python ⭐ 2
⚙️ apache_airflow_dags Production-grade Apache Airflow DAG collection Python ⭐ 4
🔑 password-generator Secure CLI password generator with guaranteed complexity Python ⭐ 5
📈 ETLWithPython ETL pipeline patterns in Python Python ⭐ 2
💹 tgju-data-collector Financial market data collector from tgju.org Python ⭐ 1
🏭 ice-data-collector Scraper for ICE market data Python ⭐ 2
Open to collaboration on data science, ML tooling, LLMs, and open-source projects · alisadeghiaghili@gmail.com

Pinned Loading

  1. ShecanDNSSetter ShecanDNSSetter Public

    Automatically switch Windows DNS settings to Shecan — bypasses internet filtering for Iranian users via Python and batch scripts

    Python 8

  2. Dynamic-mutual-manufacturing-and-transportation-routing-service-selection-for-cloud-manufacturing Dynamic-mutual-manufacturing-and-transportation-routing-service-selection-for-cloud-manufacturing Public

    one of my papers about cloud manufacturing and industry 4.0

    MATLAB 5

  3. farsi-faker farsi-faker Public

    Generate realistic fake Persian/Farsi names for testing and development

    Python 18

  4. tgju-data-collector tgju-data-collector Public

    Python

  5. v2ray-finder v2ray-finder Public

    Fetch, aggregate, and filter free V2Ray/Xray configs from public GitHub sources — supports vmess, vless, trojan, and shadowsocks

    Python 15 1

  6. smart-dl smart-dl Public

    A resilient YouTube & podcast downloader for unstable networks, VPNs, and restricted environments

    Python 4 1