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DataTideHH/README.md

DataTideHH profile banner with portrait, logo and data branding

Tobias Wietelmann | DataTideHH

Data & Process Analysis · Power BI · Microsoft Fabric · SQL · Python · Hamburg

Power BI Microsoft Fabric SQL Python Hamburg


Profile

I am training as a Fachinformatiker für Daten- und Prozessanalyse (IHK, expected completion 06/2027) and building a practical portfolio around Data/BI, process analytics, Power BI, Microsoft Fabric, SQL and Python.

My focus is on turning business processes into clear data models, dashboards, KPIs and actionable insights.

My background combines communications, PR and media work, academic experience in German and American Studies as well as Journalism, Media and Communication Studies, and experience in international business contexts.

This helps me approach data work not only technically, but also from a business, documentation and stakeholder perspective.

Today, I am building a practical Data/BI profile with a strong focus on the Microsoft Data Stack, SQL, Python, API-based data workflows and process-oriented analytics.


Focus Areas

Area Current Focus
Data & BI Power BI, reporting, KPIs, dashboards
Data Modelling SQL, relational databases, clean data structures
Analytics Python, pandas, data cleaning, automation, analysis
API & Data Workflows REST APIs, JSON data, reproducible data collection
Microsoft Stack Power BI, Microsoft Fabric, Azure fundamentals
Infrastructure Linux basics, Cisco networking fundamentals, switching, VLANs, secure remote access documentation
Business Context Process analysis, documentation, stakeholder communication

How I Work

I focus on reproducible, documented Data/BI workflows:

  • Clear business questions
  • Documented data sources
  • Simple and explainable data models
  • Validation checks before interpretation
  • Readable SQL and Python
  • Small, testable API and data-processing steps
  • Stakeholder-oriented summaries
  • Responsible use of AI-assisted tools

Tech Stack

Data & BI

Power BI · Microsoft Fabric · SQL · Excel · Data Modelling · KPIs · Reporting

Programming & Analysis

Python · pandas · NumPy · matplotlib · scikit-learn basics · Java basics · C/C++ basics

APIs & Data Workflows

REST APIs · JSON · CSV · reproducible data collection · documented transformation steps

Databases

Microsoft SQL Server · SQL Server in Docker · MySQL · MariaDB · Relational data modelling

Development Tools

Git · GitHub · VS Code · PyCharm · IntelliJ IDEA · DataGrip · DataSpell · CLion

Cloud, Containers, Networking & Infrastructure

Microsoft Azure fundamentals · Docker Desktop · Linux basics · Cisco switching fundamentals · Tailscale remote access lab


Certifications & Training

Area Credential / Focus Status
Data & Process Analysis Fachinformatiker für Daten- und Prozessanalyse (IHK) In training, expected completion 06/2027
Python PCEP – Certified Entry-Level Python Programmer Exam scheduled 08/2026
Python PCAP – Certified Associate Python Programmer Exam scheduled 08/2026
Cloud Fundamentals Microsoft Azure Fundamentals (AZ-900) Exam scheduled 07/2026
Networking Cisco CCNA (200-301) Exam scheduled 07/2026
Linux Linux Essentials training Completed
Agile / Scrum EXIN Agile Scrum Master Completed
Product Ownership EXIN Agile Product Owner Bridge Completed
PR / Communication IHK certificate in PR- und Medienarbeit Completed

Currently Building

  • A practical Data/BI portfolio focused on Power BI, Microsoft Fabric, SQL and Python
  • Small, reproducible learning repositories for core development workflows
  • A Hamburg-based exploratory data analysis project: hamburg-district-data-basics
  • A small Python/API project that ranks selected German cities by current weather data: open-meteo-germany-weather-ranking
  • A documented remote-access lab using Tailscale across Windows, macOS and iOS devices: remote-access-network-lab
  • A documented Cisco switching lab for CCNA-level fundamentals: cisco-switching-lab
  • A static portfolio website for datatidehh.de

Selected Repositories

Core Data / BI and Process Analysis

Repository Focus
hamburg-district-data-basics Hamburg district profile data analysis using Python, pandas, public city data and documented findings
open-meteo-germany-weather-ranking Python/API project using Open-Meteo data to rank selected German cities by current weather conditions
sql-server-docker-basics Microsoft SQL Server 2022 Docker learning project using DataGrip, SQL scripts and DPA-style training data
open-learning-resources Curated, license-aware learning resources for Git, Python, statistics, SQL/databases, Java, Linux, networking/Cisco and C++

Supporting IT and Development Foundations

Repository Focus
python-data-basics Python 3.12 data environment with pandas, NumPy, matplotlib, scikit-learn, PyCharm and DataSpell
cisco-switching-lab Documented Cisco switching lab using Catalyst switches for VLANs, trunks, STP and basic Layer 3 concepts
remote-access-network-lab Documented Tailscale-based remote access lab connecting Windows, macOS and iOS devices, including SSH over a private Tailnet
java-basics Java 21 learning project with IntelliJ IDEA, Eclipse Temurin and a small IPv4 subnet calculator
cpp-basics C++20 learning project with CLion, CMake, Ninja and a small IPv4 subnet calculator

These repositories document focused, practical setup, learning and portfolio projects. They emphasize clean tooling, reproducible environments, documented decisions and basic development workflows.

Current Portfolio Direction

I am building projects that demonstrate practical Data/BI and process analysis skills:

  • Power BI dashboards with clean data models and business KPIs
  • SQL and relational modelling with realistic training data
  • Python-based data collection, cleaning, analysis and small API workflows
  • Documented learning paths in Data/BI, software development and IT fundamentals
  • Hands-on portfolio development with GitHub, SQL, Python and Power BI
  • Clear focus on the Microsoft Data Stack and Hamburg-based opportunities
  • Additional practical exposure to Linux, networking, Cisco switching and secure remote-access documentation

Contact

Pinned Loading

  1. hamburg-district-data-basics hamburg-district-data-basics Public

    Initial Hamburg district profile data analysis using Python, pandas and public city data

    Jupyter Notebook

  2. open-meteo-germany-weather-ranking open-meteo-germany-weather-ranking Public

    Python project that ranks selected German cities by current weather conditions using the Open-Meteo API.

    Python

  3. sql-server-docker-basics sql-server-docker-basics Public

    Microsoft SQL Server 2022 Docker learning project using DataGrip, SQL scripts and DPA-style training data.

    TSQL

  4. open-learning-resources open-learning-resources Public

    Curated open learning resources for Git, Python, Java, statistics, SQL/databases, Docker, Linux, networking, Cisco and C++

  5. cisco-switching-lab cisco-switching-lab Public

    Documented Cisco switching lab using Catalyst 3560CX and 2950SX for VLANs, trunks, STP and basic Layer 3 concepts.

  6. python-data-basics python-data-basics Public

    Python 3.12 data environment test project using PyCharm, DataSpell, Jupyter, pandas, NumPy, matplotlib and scikit-learn.

    Python