Open to opportunities

Katarina Nedovic

@katarinanedovic

Message

Data Mining and OSS Engineer with expertise in automation and data analysis.

Serbia

Message

What I'm looking for

I am looking for a role that offers opportunities for growth in data science and machine learning, within a collaborative and innovative environment.

I am a dedicated Data Mining and OSS Engineer with a strong background in automating processes and enhancing data management. At CETIN doo Serbia, I successfully automated the roaming process, significantly reducing user complaints by proactively configuring the network based on real-time data from roaming partners. My work involved extracting critical information from IR.21 files and forming command files to optimize network configurations.

With a Master's degree in Data Science from Zummit Infolabs, Germany, I have honed my skills in data collection, cleaning, and ETL processes. I am proficient in Python and SQL, utilizing these technologies for data preprocessing and analysis. My experience includes working with APIs to gather data and employing machine learning techniques for classification tasks, ensuring data-driven decision-making in various projects.

Experience

Work history, roles, and key accomplishments

Data Mining and OSS Engineer

CETIN doo

Nov 2023 - Mar 2024 (4 months)

Automated the roaming process to prevent user complaints by configuring the network proactively. Extracted information from IR.21 files and formed command files for network configuration. Managed data collection, cleaning, and ETL processes for data warehousing.

Python SQL Data Mining ETL Data Cleaning API Integration Data Analysis Data Warehousing

Data Mining and OSS Engineer

CETIN doo

Nov 2023 - Mar 2024 (4 months)

Automated the roaming process, enabling proactive network configuration to prevent user complaints. Managed data collection, cleaning, and ETL processes for data warehousing. Developed SQL queries and utilized Python for data processing and analysis.

Python SQL Data Warehousing ETL Data Cleaning API Integration Data Analysis Machine Learning

Data Scientist

Zummit Infolabs

Oct 2022 - Jul 2023 (9 months)

Completed a Master's degree focusing on image and video classification using machine learning techniques. Gained experience in advanced data processing and analysis.

Python SQL Machine Learning Data Analysis Data Processing Statistical Analysis

Data Scientist

Zummit Infolabs

Oct 2022 - Jul 2023 (9 months)

Pursued a Master's degree focusing on advanced machine learning techniques for image and video classification. Gained expertise in data processing and analysis using Python and SQL.

Python SQL Machine Learning Data Analysis Data Processing Statistical Analysis

Finance and Accounting Team Member

SOFA

Jan 2014 - Sep 2017 (3 years 8 months)

Managed user records of sports activities and processed data for quarterly and annual reports, utilizing pivot tables and graphical representations.

Data Processing SQL Reporting Data Analysis Pivot Tables Data Visualization Team Collaboration Communication Skills

Member of Finance and Accounting Team

SOFA

Jan 2014 - Sep 2017 (3 years 8 months)

Registered user records of sports activities and processed data for quarterly and annual reports. Created pivot tables and graphics for data visualization.

Data Processing SQL Data Visualization Reporting Pivot Tables Data Analysis Team Collaboration Communication Skills

Education

Degrees, certifications, and relevant coursework

Zummit Infolabs

Master’s Degree, Data Science

2022 - 2023

Master’s Degree in Data Science focusing on classification of images and videos using modern machine learning techniques such as Nod detection and Grad-Cam.

University of Belgrade

Bachelor’s Degree, Organizational Sciences

2014 - 2017

Bachelor’s Degree in Organizational Sciences with a focus on registration of user records of sports activities in the database and data processing for quarterly and annual reports.