Engineer passionate about AI, data science and cloud technologies.
Overview
1
1
year of professional experience
4
4
years of post-secondary education
1
1
Language
Work History
MLOps Intern
Dell s.r.o
Bratislava
03.2022 - 06.2023
Developed blueprints which showcase best practices regarding various stages of MLOps pipelines. A blueprint is a GitLab repository which explains a single concept/task/process regarding MLOps, usually in the form of Jupyter notebooks and Python scripts explained in detail. Blueprint examples: how to deploy a machine learning model to a Kubernetes cluster, how to manipulate data in Amazon S3 buckets, how to manage Kubernetes objects - Jobs, CronJobs, Secrets with Python code...
Presented the blueprints in front of an international team
Worked with the following technologies and tools: Python, Kubernetes, Docker, GitLab CI/CD, Amazon S3, MLflow, Airflow
Education
Master of Engineering - Computer Science
Slovak University of Technology
Bratislava, Slovakia
09.2021 - 06.2023
Bachelor of Engineering - Computer Science
Slovak University of Technology
Bratislava, Slovakia
09.2018 - 06.2021
Skills
SQL - Skillfulundefined
Personal Projects
Development of machine learning models predicting the best day to collect technical hemp in terms of the highest value of CBD in it in a team of seven.
Development of machine learning models detecting false information in short-text claims from the field of politics.
Development of machine learning models predicting whether a patient has diabetes or not.
Large data migration from PostgreSQL to Elasticsearch.
Search engine for data about movies; data manipulation with distributed system spark.
Legally scraping publicly available data.
Cloud-native web app - forum for patients and doctors - patients ask questions and doctors answer.
Development of 2D video game in Unity in a team of two.
Development of a virtual reality app in Unity which gather data from external source and visualizes it.