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Elisabeth Maliukova

@elisabethmaliukova

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Queen’s Engineering graduate and data analyst skilled in Python, SQL and Azure-driven ETL automation.

Canada

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What I'm looking for

I seek a data-focused role where I can build automated ETL pipelines, improve data integrity, and deliver actionable analytics within a collaborative, growth-oriented team.

I am a Queen’s University Applied Mathematics and Engineering graduate specializing in computing and communications, focused on data analysis and automation. I bring seven years of programming experience and strong domain knowledge across data modeling, visualization, and cloud services.

In my current role as a Data Analyst, I designed and implemented ETL processes integrated with Epicor ERP, audited pricing agreements to recover over $150,000 annually, and automated data extraction to improve throughput by 85% using VBA, Python and PowerShell.

Previously, I oversaw global equipment-efficiency reporting and analytics at Celestica, supporting OEE/MTTR/MTBF tracking across 10 sites and informing a $200,000 capital expenditure decision. I have also led an NLP project leveraging transformer models to produce sentiment analysis and summarization tools.

I am detail-oriented, automation-first, and committed to improving data integrity and actionable insights through robust ETL, cloud-managed databases, and reproducible analytics workflows.

Experience

Work history, roles, and key accomplishments

Current

Data Analyst

Current

Guillevin International

Mar 2024 - Present (1 year 6 months)

Designed and implemented ETL processes integrated with Epicor ERP to improve data integrity and consistency; audited SPAs and in-stock costs to resolve ERP issues, reducing rejected rebate claims and securing annual savings exceeding $150,000 in Ontario.

ETL Python VBA PowerShell Azure SQL Selenium ERP Automation)

Technical Project Manager

QMIND

Oct 2023 - May 2024 (7 months)

Managed a team building a Python tool using transformer models for sentiment analysis and text summarization to guide public apology content, coordinating development and model integration.

Python NLP Transformers Sentiment Analysis)Summarization Project Management Team Leadership Git

Technology Operations Intern

Celestica

May 2022 - May 2024 (2 years)

Automated collection and reporting of OEE, MTTR and MTBF across 10 global sites and analyzed asset failure data to justify $200,000 in capital expenditure for production equipment.

JavaScript Data Analysis MTTR MTBF Automation)SQL Continuous Improvement

IT Operations Team Member

Engineering Society at Queen's University

May 2020 - May 2021 (1 year)

Deployed and administered LAMP stack Linux web servers on DigitalOcean, supported WordPress sites, configured SSL and implemented SFTP to replace insecure protocols for the student society.

Linux LAMP WordPress DigitalOcean SSL PHP

Education

Degrees, certifications, and relevant coursework

Queen's University

Bachelor of Applied Science, Applied Mathematics and Engineering (Computing and Communications)

2019 - 2024

Grade: 3.7 GPA (A-)

Activities and societies: Engineering Society IT Operations member; QMIND technical project manager (NLP); team projects in image communication, controller design, and web application development.

Bachelor of Applied Science in Applied Mathematics and Engineering with a specialization in Computing and Communications, completed with a 3.7 GPA (A-).