MHP – A Porsche Company

- Developing multimodal Retrieval Augmented Generation applications on company data with Large Language Models
- Building an LLM-based Quality Evaluator and ML-based Duplicate Detection Method for Software Bug Tickets

Data Scientist

Bosch Power Tools

- Implementation and evaluation of probabilistic deep learning models for demand forecasting on AWS SageMaker

Master Student Data Science

- Development of a tool for automated data analysis and visualization in SAP Analytics Cloud
- Implementation of time series forecasting and outlier detection models

Working Student Data Science

Mercedes-Benz AG

- Speeding up the assembly process by using machine learning to predict throughput times and errors on Azure Databricks
- Automation of graph visualization for the optimization of assembly analysis

Fraunhofer IPA

- Implementation and evaluation of a generative deep learning model for image data augmentation for cutting edge patterns
- Implementation of scientific papers in Python

Bachelor Student Deep Learning

MAHLE

- Analysis of engine data and application of machine learning for prediction in piston temperature measurement

Intern Data Analysis & IT Project Management

I make learning Data Science effortless for you | Data Science @ Bosch

Hi 👋🏻
I'm Banias, Data Scientist at MHP.

Applying new technologies and methods in Data Science is my passion.

Through my experience and continual learning, I've gained valuable insights and tips that I love sharing with Data Scientists, Machine Learning Engineers and builders like you.

If you're looking for practical advice, helpful resources, and articles on the latest trends or best practices in the field, you're in the right place.

Let's connect and stay updated on the exciting world of Data Science together. Feel free to reach out, read my articles, and let's grow our knowledge and network. :)


Note: My views are my own and don‘t represent my employer.

Banias Baabe

Max-Planck-Institut für Neurobiologie des Verhaltens – caesar

- Collaborating with a team of researchers to automate labor-intensive manual experimentation steps crucial for investigating neural activity in fruit-fly (Drosophila).
- Presently leading the automation efforts to manipulate fly using a custom 6-DOF manipulator and vision system.

Research Assistant - Deep Reinforcement Learning and Robotics

Noyes Technologies GmbH

- Contributed significantly across the entire software development lifecycle for an advanced robotic storage system.
- Developed and maintained software components, translating user requests into executable tasks for the robotic fleet.
- Collaborated with cross-functional teams to ensure the successful integration of software and hardware components in an agile environment.

Robotics Working Student

Robotics Software Developer 

Institut für Unternehmenskybernetik (IfU) e.V.

-  Collaborated on a research and development project module as part of my master’s degree, focusing on automating a press-fit task in the shipping container loading process using a mobile manipulator.
- Developed and implemented an Adaptive Compliant Control approach with Integrated Failure Recovery, ensuring the manipulator’s reliable performance in the press-fit task.

R&D Project Student

Sterlite Power

- Contributed to the research and development of a semi-autonomous robotic system designed for the installation, inspection, and maintenance of Optical Ground Wire (OPGW) on high-voltage power transmission lines under live-line conditions.
- Led the integration of a diverse array of sensors into the robotic platform, elevating its overall functionality and performance.

Robotics Intern

I have a deep passion for robotics. I am particularly interested in enabling robots to learn, make well-informed decisions, and generalize their behaviors across a wide range of tasks, akin to human-like cognitive capabilities. If your area of interest aligns with mine or if you have a project that complements my skill set, please don't hesitate to reach out.

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The Battle

Banias Baabe

Ekansh Sharma

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