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

Macquarie Group

Senior Associate

Accenture

• Network Automation (IOS, NXOS, FW, F5, WLC's) using Ansible and Netmiko
• Built ETL with real-time data ingestion and API integration 
• Built GUI dashboards for infrastructure monitoring using Python Flask
• Written Ad-hoc Python scripts to automate daily operation for teams

Software Analyst

Associate Software Engineer

👨‍💻 Full-Stack Software Engineer | Network Automation | Devnet | Python & JavaScript

— Professional Synopsis —

• 💡 Innovative Problem-Solver: Leveraging a robust foundation in Python and JavaScript to architect, develop, and optimize cutting-edge software solutions.

• 🌐 Full-Stack Development: Proficient in Django, RESTful APIs, Flask,  Vue.js, SQL and docker. I craft seamless user experiences from concept to code.

• 🤖 Network Automation Expert: Currently spearheading a dynamic team to automate complex network operations for devices like Aruba, F5, Palo Alto, Firewalls, Routers and Switches, utilizing Ansible for scalable and efficient configuration management.

— Core Competency —

• 🛠️ Product Development: Building scalable products using Django and Flask, ensuring robust backend functionality.

• 🔗 API Engineering: Designing and integrating REST APIs to streamline communication between services and enhance system interoperability.

• 🎨 Frontend Mastery: Developing intuitive interfaces with Vue.js, focusing on usability and responsive design.

• ⚙️ Automation with Ansible: Implementing Ansible playbooks to automate deployment processes, enhance productivity, and ensure consistency across environments.

 — Personal Philosophy —

• 🧠 Machine Learning & AI Enthusiast: Passionate about exploring the potential of AI and machine learning, constantly seeking to integrate intelligent algorithms into software solutions to drive innovation and efficiency.

• 🌱 Lifelong Learner: Committed to personal and professional growth through continuous learning and adapting.

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The Battle

Banias Baabe

Abhijay Maheshwari

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