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

Infocusp Innovations

Machine Learning Engineer - I

AlgoAnalytics

Building stuff on RAG and Agentic Systems.

HiTech iSolutions LLP

- Complex Document Data Extraction Architecture. (OpenCV, Layout Parsing, OCR, Table understanding, Form Understanding, NER (distillBERT))
- One-line company description generation
- Sentiment analysis and data extraction/clustering

Data Analyst (AI/ML)

Data Science Trainee

Institute of Infrastructure Technology Research and Management (IITRAM)

Student placement coordinator (Electrical Department)

Pentashield technologies PVT LTD

Detailed mathematical modelling, dynamics and simulation of a real life air to air missile system, unguided bomb and phased array radar (air and ground based) in Matlab (Scripting and Simulink).

Project Intern

Initiated a club so that people having robotics as hobby can come together and share ideas and experience.

Tech club coordinator 

Coach Care Centre (Western Railways)

Familiarised myself with design, development and maintenance of Coaches (AC and NON-AC), electric locomotive and Electrical Multiple Units (EMU).

Vocational trainee

Steel Authority of India Limited

Experience at internship includes detailed learning of DC drive (Siemens Symadyn) and basics of AC drive. Furthermore, I learnt about power electronics devices and practical applications of it along with detailed working of the plant.

Vocational trainee at Rourkela Steel Plant

Blind People's Association, India

Responsibilities included teaching basic C++ and Corel Draw to specially-abled persons and learning various technologies that are essential to specially-abled persons.

taplio

The Battle

Banias Baabe

Piyush Sar

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