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Data Engineer with 10+ years in Data Analytics, BI, and Data Engineering
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Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
Data Analytics professional with 12+ years of experience in analytics, reporting, business intelligence, KPI management, forecasting, and data-driven decision support, complemented by a Master of Data Analytics and recent cloud data engineering experience. Experienced in SQL, Python, Power BI, Tableau, BigQuery, Databricks, Apache Airflow, machine learning, statistical analysis, and dashboard development. Proven ability to transform operational, financial, and technology data into actionable insights supporting executive decision-making. Strong background in data analysis, business problem solving, predictive analytics, data governance, reporting automation, and stakeholder engagement.
University of Niagara Falls Canada
Master of Data Analytics · Data Engineering
N/A – June 30, 2026
AMA Computer University
Bachelor of Science · Computer Science
N/A – Present
Definity Financial Corporation
DATA ENGINEER INTERN
September 1, 2025 – January 1, 2026
Toronto, Ontario, Canada
Century Properties Group
IT GROUP HEAD / IT MANAGER
January 1, 2010 – November 1, 2022
Manila, Philippines
Technology Lifecycle Analytics Dashboard
June 1, 2026 – Present
Developed executive dashboards tracking technology lifecycle exposure, compliance risk, refresh planning, and investment requirements. Created KPI scorecards and forecasting models supporting governance and executive reporting.
E-Commerce Profit Erosion Analytics Framework
June 1, 2026 – Present
Analyzed 180,000+ transactions using statistical analysis, segmentation, and predictive modeling techniques. Developed executive dashboards and visualizations communicating actionable business insights.
AI Security Scanner
June 1, 2026 – Present
Developed an AI-assisted security analysis application integrating vulnerability assessment and automated reporting. Built dashboards and visual outputs supporting security review and risk identification.
Toronto Bike Share Analytics
June 1, 2026 – Present
Analyzed ridership trends, station utilization, and operational performance metrics. Developed dashboards supporting operational planning and business insights.
Pastry Sales Forecasting Dashboard
June 1, 2026 – Present
Developed forecasting models predicting future sales demand using historical transaction data. Created interactive dashboards supporting business planning, inventory management, and operational decision-making.
Certified in Cybersecurity (CC)
ISC2
June 1, 2026 – Present
Microsoft Certified Systems Engineer (MCSE)
Microsoft
June 1, 2026 – Present
Microsoft Certified Systems Administrator (MCSA)
Microsoft
June 1, 2026 – Present
Microsoft Certified Database Administrator (MCDBA)
Microsoft
June 1, 2026 – Present
ISACA CISM
ISACA
June 1, 2026 – Present
Cultural Fit Analysis
The candidate's diverse project portfolio, ranging from AI security to e-commerce analytics and sales forecasting, indicates adaptability and a broad interest in applying data solutions across different domains. Their long tenure in an IT Group Head/Manager role suggests leadership potential and a commitment to organizational growth. The blend of extensive IT management experience with recent data engineering focus shows a proactive approach to skill development and career transition, aligning with a culture of continuous learning and innovation. The certifications in cybersecurity and database administration also highlight a well-rounded technical background.
Soft Skills & Operational Fit
The candidate demonstrates strong business and stakeholder engagement skills, evidenced by gathering requirements, presenting findings to leadership, and collaborating with various teams. Their experience in establishing reporting programs and governance controls suggests a structured and process-oriented approach. The use of JIRA and Confluence indicates familiarity with Agile methodologies and project management tools, which is beneficial for operational fit.