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

Iterative

● Improved the social core implementation for the OAuth provider backends, Gitlab, Github and Bitbucket, by properly storing usernames asociated with these services during social account connection.
● Developed GraphQL and Django APIs for the new Model Registry feature. This feature helps ML teams and data scientists to collaborate more effectively.
● Fixed and optimized slow query when inserting data in a repository by storing commit data only for the last 10 branches, and adding a date field to branches for accurate sorting.

Software Engineer

Loop

● Planned, designed and iterated rapidly through architecting and implementing a new mental health iOS app using Python, Gino ORM and FastAPI that launched after 3 months of development.
● Implemented and integrated a full-featured SMS API using Twilio services (and made it to be asynchronous). Twilio Verify for delivering SMS and Twilio Notify for push notifications.
● Planned, designed and developed an administrative interface (backoffice) using FastAPI and Gino ORM.
● Wrote technical documentation and guidelines, making new team additions go smoother.
● Setup the development environment in Amazon AWS using Docker and docker-compose.

Nevrona S. A

● Designed and developed API interfaces using Python (FastAPI and Django) for a social network platform app.
● Created a marketing application for the company using Python and Django.

Software Developer

KIU System Solutions

● Designed and developed API interfaces between services and microservices using Python (Django and Flask) for an e-commerce project.
● Developed small custom test framework using Unittests to facilitate writing unit tests for the project's microservices.

Software developer

Apli Argentina

● Designed and developed custom applications in Python, Django and SQL, specifically CMS and CRM.
● Collaborated on all stages of systems development lifecycle, from requirements gathering to production releases.
●  Implemented and integrated PayPal as a payment method with PHP and SQL.

OpenStack

Worked as a intern and developer in the project: “Improve OpenStack Keystone Federation Operator Experience”.
⠀⠀● Updated the devstack plugin to work on CentOS 7 and OpenSUSE 15, using Keystone as a service provider (SP) and SAML2 as an external identity provider (IDP) through the shibboleth module. 
⠀⠀● Added experimental Zuul jobs in the patches to run the keystone federation tests on a Centos7 and Suse15 nodes, using Python and Flask.

Intern

Freelance

Designed a web site for a boat manufacturing company with clients in the Caribbean region.

Freelancer

Python developer with 4+ years of experience and a strong interest in Open Source and GNU/Linux. Committed, self-motivated and hard-working. Always striving for professional advancement and eager to learn new technologies and tools. Energetic and joyful, with love for challenges and keeness to go beyond my limits.

taplio

The Battle

Banias Baabe

Gabriela C.

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