Robert Komorowsky - IT Consultant

Recommended expert

Forchtenberg, Germany

Experience

Nov 2021 - Present

4 years 3 months

Eschborn, Germany

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

Mar 2021 - Jul 2021

5 months

Neckarsulm, Germany

Software Developer

Software-Schmiede Vogler & Hauke GmbH

Programmatic implementation of custom software modifications for an ERP system, including Power BI

Oct 2020 - Jul 2023

2 years 10 months

Germany

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

Aug 2019 - Dec 2019

5 months

Mosbach, Germany

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

Sep 2018 - Feb 2019

6 months

Ingelfingen, Germany

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

Sep 2017 - Aug 2018

1 year

Ingelfingen, Germany

Working Student

Bürkert Fluid Control Systems GmbH & Co. KG

Support in the Bürkert Information Management department - Translation Management

Sep 2016 - Aug 2017

1 year

Karlsruhe, Germany

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

May 2015 - Apr 2016

1 year

Forchtenberg, Germany