Robert Komorowsky
IT Consultant
Experience
IT Consultant
cloud37 Germany GmbH
- Performing IT consulting projects in Data Science and Data Management for different clients in Germany and Switzerland
- Analyzing a large number of sustainability reports using RAG (Retrieval Augmented Generation), Milvus vector databases, and Large Language Models (LLMs), provided via Watsonx.ai
- Testing prompts, LLM model types, and parameters for response quality and to avoid hallucinations
- Deploying analysis scripts to the cloud using Docker
- Programming a Streamlit app to generate responses in a user-friendly browser interface
- Using AI language agents to search company information online to pre-classify sustainability reports, e.g. by industry and number of employees
- Extending Python modules to transform, store, and import social security data into an online database system
- Mapping table structures using Python classes (column names, data types, field lengths, foreign keys, unique constraints, references to other tables)
- Automatically extracting data from Excel sheets, generating JSON files for temporary storage in a file system, and importing JSON data into DB2 database environments using batch files
- Logging SQL merge queries using the Python SQLAlchemy package for reuse across different database schemas
- Training and optimizing machine learning models in Azure Databricks to predict whiteness values measured during washing experiments with a stain monitor
- Creating charts and visualizing metrics to measure prediction quality for regression algorithms (including neural networks and random forests)
- Explaining predictions using LIME and SHAP values
Software Developer
Software-Schmiede Vogler & Hauke GmbH
- Programmatic implementation of custom software modifications for an ERP system, including Power BI
Managing Partner
Daten-Orchestrierung.de UG (limited liability)
- Independently running a startup offering a solution for digital contact tracing via QR codes
- Carrying out data-driven customer projects
Data Scientist
MPDV Mikrolab GmbH
- Automatically training and validating intelligent machine learning models, e.g. to predict setup times and scrap rates based on MES data
Master's Thesis Student
Bürkert Fluid Control Systems GmbH & Co. KG
- Preparing and analyzing sample sensor data to generate alerts with predictive maintenance for clients of a mid-sized family company
- Analyzing IoT sensor data from an online water analysis system, automatically uploaded to the SAP Cloud Platform
- Automatically sending alerts using machine learning models in SAP Predictive Maintenance & Service Cloud Edition
Working Student
Bürkert Fluid Control Systems GmbH & Co. KG
- Support in the Bürkert Information Management department - Translation Management
Master Data Entry Clerk / Technical Documentation Clerk
RPS Engineering GmbH
- Assignment at ebm-papst Mulfingen GmbH & Co. KG as master data entry clerk in the Development department
- Assignment at Caterpillar Energy Solutions GmbH as technical documentation clerk in the Service Information Management department
Junior Test Engineer
Kriwan Testzentrum GmbH & Co. KG
- Conducting environmental simulation tests
Intern / Working Student
Bosch Packaging Technology
- Assisted in the work planning department
Industries Experience
See where this freelancer has spent most of their professional time. Longer bars indicate deeper hands-on experience, while shorter ones reflect targeted or project-based work.
Experienced in Information Technology (5.5 years), Professional Services (4.5 years), Manufacturing (4 years), and Automotive (1 year).
Business Areas Experience
The graph below provides a cumulative view of the freelancer's experience across multiple business areas, calculated from completed and active engagements. It highlights the areas where the freelancer has most frequently contributed to planning, execution, and delivery of business outcomes.
Experienced in Business Intelligence (6 years), Information Technology (6 years), Product Development (4 years), Operations (1 year), Quality Assurance (1 year), and Production (0.5 years).
Skills
- R / Python Very Good Knowledge (Including Scikit-learn, Streamlit, Sqlalchemy)
- Jupyter Notebooks Very Good Knowledge
- Sql Very Good Knowledge (Including Db2/dbeaver)
- Visual Studio Code Good Knowledge
- Gitlab Good Knowledge
- Watsonx.ai Very Good Knowledge
- Docker Basic Knowledge
Languages
Education
Aalen University of Applied Sciences – Engineering and Business
Master of Science · Business Informatics – Big Data & Business Analytics · Aalen, Germany · 2.3
Reinhold Würth University of Applied Sciences (RWH)
Bachelor of Engineering · Industrial Engineering · Künzelsau, Germany · 2.5
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