Sibylle Avelena

Analyst - Loss Prevention & Operations @Solink

Ottawa, ON, CA

Conduct advanced data cleaning, transformation, and exploratory analysis to uncover hidden patterns, trends, and anomalies, supporting risk mitigation and operational efficiency initiatives.* Design and develop interactive dashboards and visualizations using Pandas to help customers identify critical issues and make informed decisions which led to reduction of SRTs and SRAs.* Automate data pipelines and repetitive reporting tasks using custom scripts, increasing data processing efficiency by 30%+ and enabling faster insight delivery across cross-functional teams.* Extract, clean, and prepare large datasets using Python, to allow in-depth analysis and trend identification.* Ingest and analyze both structured and unstructured data, supporting the development of predictive models and training Large Language Models (LLMs) on AP (Asset Protection) data for enhanced knowledge sharing and anomaly detection using Google App Script and Big Query (GCP).* Utilized Solink platform and AI tools along with Python to analyze transactional and motion-based surveillance data to detect anomalies, delivering structured and actionable reports that help clients reduce shrinkage and improve profitability.* Present complex analytical results to non-technical stakeholders, ensuring insights are communicated clearly and support fast, data-driven decision-making.

Ritsumeikan Asia Pacific University

Bachelor of Business Administration (B.B.A.), Accounting and Finance

Langara College

Postgraduate Degree, Data Analytics