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G

Gregor Balkovec

Data Analytics | ML/AI/RL

SLOVENIA flag
Ljubljana, Slovenia
$45.00/hrExpertAws SagemakerOpencv AI Kit OakArgilla

Key Skills

Software

AWS SageMakerAWS SageMaker
OpenCV AI Kit (OAK)OpenCV AI Kit (OAK)
ArgillaArgilla

Top Subject Matter

AI/Data Science Education
Text Analytics/Cybersecurity

Top Data Types

TextText
ImageImage

Top Task Types

Fine Tuning
Data Collection

Freelancer Overview

Lecturer in Python, Data Analytics and AI at extracurricular workshops. Brings 8+ years of professional experience across complex professional workflows, research, and quality-focused execution. Core strengths include N, A, and Internal. Education includes Bachelor of Science, Faculty of Mechanical Engineering, University of Ljubljana (2020). AI-training focus includes data types such as Computer Code, Programming, and Text and labeling workflows including Fine-tuning and Data Collection.

ExpertEnglish

Labeling Experience

Data Analyst, Fullstack Developer, Blockchain Developer

TextData Collection
Worked on projects involving data collection, cleaning, and parsing using various software tools, including OpenAI and pandas. Built backend pipelines for labeled textual data that are leveraged in data-driven and AI tasks. Developed systems for identifying cybersecurity anomalies requiring precise data annotation and labeling for training models. •Performed text data scraping and preprocessing for downstream ML use. •Used OpenAI models and pandas to structure and cleanse raw datasets. •Created backend pipelines to automate and monitor data labeling steps. •Supported ML and anomaly detection by providing well-labeled text data.

Worked on projects involving data collection, cleaning, and parsing using various software tools, including OpenAI and pandas. Built backend pipelines for labeled textual data that are leveraged in data-driven and AI tasks. Developed systems for identifying cybersecurity anomalies requiring precise data annotation and labeling for training models. •Performed text data scraping and preprocessing for downstream ML use. •Used OpenAI models and pandas to structure and cleanse raw datasets. •Created backend pipelines to automate and monitor data labeling steps. •Supported ML and anomaly detection by providing well-labeled text data.

2019 - Present

Lecturer in Python, Data Analytics and AI at extracurricular workshops

Fine Tuning
Delivered extracurricular workshops on practical Python programming, data science, and machine learning. Facilitated AI training by guiding students through hands-on feature engineering, model development, and neural network exercises. Fostered an applied learning environment focusing on data cleaning, transformation, and labeling for AI workflows. •Taught machine learning feature generation and model evaluation. •Introduced the basics of deep learning and image recognition with practical labeling projects. •Guided text and code labeling as part of model training exercises. •Supervised AI ethics and responsible dataset handling discussions.

Delivered extracurricular workshops on practical Python programming, data science, and machine learning. Facilitated AI training by guiding students through hands-on feature engineering, model development, and neural network exercises. Fostered an applied learning environment focusing on data cleaning, transformation, and labeling for AI workflows. •Taught machine learning feature generation and model evaluation. •Introduced the basics of deep learning and image recognition with practical labeling projects. •Guided text and code labeling as part of model training exercises. •Supervised AI ethics and responsible dataset handling discussions.

2017 - 2024

Education

F

Faculty of Mechanical Engineering, University of Ljubljana

Bachelor of Science, Mechanical Engineering

Bachelor of Science
2014 - 2020

Work History

B

Blokiments

Co-founder, Data Analyst & Web Developer

Ljubljana
2023 - Present
F

Faculty of Electrical Engineering

Data Analyst & Fullstack Blockchain Developer

Ljubljana
2019 - Present