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

Abuja Electricity Distribution Company Plc

Automated business processes by development of software applications at Nigeria’s second largest power distribution company using Python, Node.js, Django, Flutter and other technologies.

➔ Led a team of 3 engineers to design and build a performance management system used by 4000+ employees within the enterprise
➔ Developed OMS - a grid management software which prevented the yearly loss of N400+ million due to inefficient energy distribution
➔ Developed ICMP protocol Bots integrated with Slack and Email to monitor network devices within on-premise data centre and reduce average downtime by 60%
➔ Implemented Android background service in mobile app to automate geo-tagging of 120,000+ electric meter assets
➔ Developed features for E-Biller, a billing system that transmits electricity bills to 300,000 franchise clients monthly via email.
➔ Led a team of 3 developers to develop AEDC-Subscriptions (a product to track paid subscriptions across the business and notify users before the expiry of their payment plan) as a scalable full-stack application (React.js frontend, Flask backend)

Software Engineer

Greenbox Facilities Limited

• Initiated the company’s first unified customer database leading to a reduction in time spent accessing data for the sales team 
• Achieved 3X increase in sales leads by coordinating a data-driven digital marketing campaign 
• Orchestrated SEO (Search Engine Optimisation) strategy which after 4 months, raised search ranking for relevant keywords to top 3 results on the first page of Google and top 7 on the first page of Bing search engine  
• Automated the distribution of paid ads via company website and social media channels

IT Manager

Mafito Technologies Ltd.

➔ Designed and developed a chatbot to automate the responses to customers enquiries and complaints
➔ Designed the process flowchart for a 3000 litre/day capacity manufacturing plant and analysed the tiers and processes involved in raw material supply and product delivery

Process Engineer

TotalEnergies

Engineering Intern

By day, an engineer with deep experience building full-stack software solutions for power utilities.

By night, an ever curious hacker, tinkering with everything from mobile apps to AI chatbots to data analytics. 

You may find some (not all ;D) of my projects here or on <github/>.

 www.github.com/kelvinjc

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The Battle

Banias Baabe

Kelvin Johnson-Chu

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