Marko Babic

Computer Science Engineer - ML/FullStack

Projects

MCP server for Khiops AutoML - Orange

Link an AutoML app to a LLM.

Click to read more.

MCP, Python, OpenShift

Khiops Documentation Helper - RAG

Hybrid search assistant for Khiops documentation.

Click to read more.

RAG, Python, Qdrant, MCP

CO2 Reduction Application - Viveris

Project developed by a team of 7 for Viveris to encourage environmental action in a fun and modern way.

Flutter, Project Management, Supabase, OpenFoodFacts.

AC Image Recognition - SJTU

Temperature reading robust to variations in angle, lighting, or visual obstacles.

Python

Image Clustering - Polytech Paris-Saclay

Unsupervised clustering model to group 955 snack images into 20 classes.

Python

Wikipedia Search Engine - Polytech Paris-Saclay

Search engine covering 2000 Wikipedia article files.

Python, Data Cleaning, TF-IDF, Cross-encoder, Evaluation

Sentiment Analysis - SJTU

Classifying sentences as either negative or positive.

Python

Experience

Engineering Intern at Orange

MCP Server for a Khiops Auto ML application.
Goal: enabling end-to-end creation and execution of Khiops ML workflows via natural language.

Duration: 6 months

Python, FastMCP, OpenShift, Project Management, Pytest, LangChain, Google Cloud Storage

Assistant Engineer Intern at Orange

Automation of alarm processing in Python. Interaction with ticketing applications via APIs, web interaction, regex, Excel file manipulation.

Duration: 4 months

Python, API, WebScraping

Discovery Intern at Andra

Implementation of the MFA (Multi-Factor Authentication) project within the IT department.

Duration: 1 month

Microsoft Office

Certifications

MCP Introduction

Anthropic June 2026 Ref:BQ9AEBNSIB2Q

English

TOEIC TOEFL

Skills

Data & ML

Pytorch Scikit-learn TensorFlow Keras XGBoost Jupyter Notebook & Google Colab

DevOps

GitLab CI/CD Docker OpenShift

Web & Mobile

Flutter Spring Boot Angular

Databases

PostgreSQL MongoDB SPARQL

Other

C++ Java SPARQL CUDA HPC and Blockchain