AIRFLOW ML PIPELINE
End-to-end Machine Learning pipeline orchestration using Apache Airflow, Docker and Scikit-learn. Automated model training and prediction workflow.
PythonAirflowDockerScikit-learn
GitHubπ Hello, I am
LADABAHDANOVICH
Building intelligent systems from data to production. Specialized in Python, Machine Learning, Data Science and backend technologies.
π Pythonπ€ Machine Learningπ Pandasβ‘ FastAPIπ Airflowπ PostgreSQL
AI PROFILE
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Machine Learningβ
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Data Scienceβ
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Backendβ
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β Open to AI & ML opportunities
About Me
I am a Machine Learning Engineer focused on building intelligent systems from data to production. My interests include Python development, machine learning, data science and creating scalable ML solutions.
Machine Learning
Building and training ML models with Python and modern frameworks.
Data Science
Data analysis, feature engineering and extracting insights.
Backend Development
Creating ML services with FastAPI, Django and REST APIs.
Production ML
Deploying models using Docker, Airflow and automation tools.
Tech Stack
Technologies and tools I use to build machine learning systems, data solutions and production-ready applications.
Machine Learning & Data Science
PythonPandasNumPyScikit-learnMachine LearningEDAFeature EngineeringModel Evaluation
ML Engineering
FastAPIDockerApache AirflowREST APIGitLinux
Data & Databases
SQLPostgreSQLMySQLSQLiteData CleaningData Analysis
Software Development
DjangoHTMLCSSJavaScriptPHPC++C#.NET MAUI
Machine Learning Workflow
From raw data to production-ready AI systems. My workflow combines data analysis, machine learning and backend engineering.
01
Data Collection
Gathering and preparing raw datasets.
SQL Β· Pandas
02
Data Cleaning
Handling missing values, outliers and inconsistencies.
Python Β· Pandas
03
EDA
Finding patterns and insights from data.
Matplotlib Β· Seaborn
04
Feature Engineering
Creating meaningful features for ML models.
Scikit-learn
05
Model Training
Training and optimizing machine learning models.
Random Forest Β· ML
06
Deployment
Turning models into production services.
FastAPI Β· Docker
07
API & Monitoring
Building scalable ML solutions.
Airflow Β· PostgreSQL
MyProjects
A collection of Machine Learning, Data Science and Software Engineering projects.
Data Analysis - Used Cars
Exploratory Data Analysis, data cleaning and visualization of vehicle datasets. Finding patterns affecting car prices.
PythonPandasEDAVisualization
GitHub
ML Prediction API
End-to-end machine learning service for predicting user target actions using CatBoost and FastAPI.
PythonMachine LearningCatBoostFastAPI
GitHub
FlatmateFlow
Django REST application for managing household tasks with authentication and PostgreSQL.
DjangoDRFPostgreSQL
GitHub
My Journey
2026
Machine Learning Engineering
Building end-to-end machine learning solutions with Python, FastAPI, Docker and Apache Airflow.
2025
Data Science & Backend Development
Working with machine learning, data analysis, SQL databases, Django and REST APIs.
2024
Software Development
Developing applications and strengthening programming fundamentals with Python, C++, PHP and web technologies.
2023
Programming Foundation
Started programming journey with HTML, CSS, JavaScript and basic software development concepts.
Certificates & Achievements
Technik Programista
ZespΓ³Ε SzkΓ³Ε Mechanicznych Nr 3, KrakΓ³w, Poland. Education focused on programming, software engineering and computer science.
Python Developer Course
Completed Python development course focused on programming, backend fundamentals and software development.
Click to view β
English Language Certificate
Completed English language course focused on communication skills and technical vocabulary.
Click to view β
Erasmus+ Professional Practice
International professional practice experience in Thessaloniki, Greece.
Click to view β
β Highlights
Machine Learning Journey
Building ML projects with Python, data analysis and model deployment.
International Experience
Completed Erasmus+ professional practice in Greece.
Software Engineering Background
Experience with backend, databases and application development.
Let's build something together
Interested in Machine Learning, Data Science or AI projects? Let's connect and create intelligent solutions.
Contact Me