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Theofil87/README.md

Béla Páger - Data Analytics & Manufacturing Analytics

Data Analyst · Manufacturing Analytics · Quality Analytics

I'm a Materials Engineer and Plant Manager transitioning into Data Analytics, with hands-on experience in manufacturing, quality, process engineering and production operations.

I build practical analytics solutions with Python, SQL, PostgreSQL, Power BI and Streamlit, combining data skills with real manufacturing domain knowledge.


👋 About Me

  • 🏭 Manufacturing, quality and plant operations experience
  • 📊 Building end-to-end Data Analytics projects
  • 🐍 Python · Pandas · NumPy · SciPy
  • 🗄️ SQL · PostgreSQL
  • 📈 Power BI · DAX · Excel
  • 🌐 Streamlit
  • 🔧 Git · GitHub · Jupyter Notebook
  • 📐 SPC · Control Charts · Cp/Cpk · Pp/Ppk
  • 🔎 Defect analysis · Pareto analysis · Root Cause Analysis
  • 🎯 Target roles: Data Analyst · Manufacturing Data Analyst · Quality Analyst · Operations / Process Data Analyst

🛠️ Tech Stack

Programming & Data

Python Pandas NumPy SciPy SQL PostgreSQL

Analytics & BI

Power BI Matplotlib Streamlit

Development

Git GitHub

Exploring: Snowflake · Data Warehousing · Advanced SPC · Anomaly Detection · Predictive Quality


📂 Featured Projects

🏭 Manufacturing Production & Quality Analytics

Python · Pandas · SQL · PostgreSQL · Power BI · Streamlit

End-to-end manufacturing analytics focused on production performance and quality.

What I built

  • Data cleaning and validation
  • SQL KPI views and analysis
  • Production and defect-rate analysis
  • Pareto analysis
  • Downtime analysis
  • Interactive Power BI and Streamlit dashboards
  • Data-quality and reconciliation checks

🔗 View the project on GitHub
🌐 Open the Live Dashboard


📊 SPC Quality Monitoring

Python · PostgreSQL · SQL · SPC · Statistical Analysis

Manufacturing-focused statistical process monitoring for a powder-coating process.

What I built

  • SQL-based data preparation
  • Control charts
  • Process capability analysis with Cp/Cpk and Pp/Ppk
  • Quality measurement workflow
  • Statistical monitoring of process variation

Why it matters

The project connects shop-floor measurements with statistical analysis to identify process shifts, assess stability and support data-driven improvement.

🔗 View the project on GitHub


🐍 Easy Python Projects

Python · Tkinter

A collection of early Python projects built while developing programming fundamentals, including games, randomization and a GUI calculator.

🔗 View the project on GitHub


🧭 Analytics Development Path

My portfolio is evolving from core manufacturing analytics toward statistical and predictive analytics:

Manufacturing Data
      │
      ▼
Descriptive & Diagnostic Analytics
      │
      ▼
SPC & Process Capability
      │
      ▼
Predictive Quality
      │
      ▼
Production Optimization
      │
      ▼
Manufacturing AI Applications

The underlying goal is to combine engineering domain knowledge, analytics and modern data technologies to solve practical industrial problems.


🏭 Engineering Background

Before moving into data analytics, I worked in materials engineering, manufacturing, quality and plant operations.

Relevant experience includes:

  • Materials Engineering
  • Manufacturing & Process Engineering
  • Plant Management
  • Quality Engineering
  • Non-Destructive Testing (NDT)
  • Ultrasonic Testing
  • Root Cause Analysis
  • PFMEA / APQP
  • Production Data Analysis
  • Industrial Automation

This background helps me understand not only the data, but also the production processes behind the data.


🎯 Career Focus

I'm currently developing toward roles such as:

Data Analyst · Manufacturing Data Analyst · Quality Analyst · Operations / Process Data Analyst · BI Analyst

I'm particularly interested in environments where data analytics, manufacturing knowledge and process improvement come together.


🌍 Portfolio

🌐 Live Portfolio: https://theofil87.github.io/bela-pager-portfolio/
💻 GitHub: https://github.com/Theofil87


📫 Let's Connect

I'm interested in projects and roles involving:

  • Data Analytics
  • Manufacturing Analytics
  • Quality Analytics
  • Business Intelligence
  • Python & SQL
  • Statistical Process Control
  • Data-driven process improvement
  • Data Engineering and modern data platforms
  • AI applications for manufacturing

Béla Páger

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  1. Theofil87 Theofil87 Public

    Config files for my GitHub profile.