Jonalyn Llanes · Toronto, ON

Healthcare Data & Operations Analyst

Healthcare Operations • SQL • Power BI • Excel • Python • Node.js • Express.js • MySQL

Health Informatics graduate with experience supporting healthcare operations, biomedical records management, and public health reporting. Building data analytics and software solutions using SQL, Power BI, Python, Node.js, and MySQL.

Department of Health
COVID-19 vaccination records for Central Luzon, checked before the regional report.
The Medical City
Biomedical equipment files, monthly reports, and transmittals.
Philippine Statistics Authority
2020 Census, PhilSys registration, and a household survey.
Centennial College
Health Informatics Technology. GPA 4.06 / 4.50.

Featured project

BERMS

  • BERMS inventory with equipment totals, preventive maintenance counts, and the device table.

    Project type

    Full-Stack Healthcare Operations Application

    BERMS

    Biomedical Equipment Records Management System

    Developed a biomedical equipment management platform for inventory tracking, preventive maintenance compliance, service-request workflows, and operational reporting.

    • Node.js
    • Express.js
    • MySQL
    • REST API
    • Database Design
    • Business Logic
    • Automated Testing

    Technical proof

    • Relational database design
    • Maintenance compliance calculations
    • Service-request workflow
    • CSV reporting engine

    Sample devices. Not the hospital's production system.

  • Hotel group pricing decision for Sheraton Fallsview: Accept, risk Low, recommended rate $259, net impact +$58,275.

    Secondary project · Operations Decision Support Tool

    Hotel group pricing

    Developed a decision-support application that evaluates group booking profitability using displacement analysis, pricing thresholds, and revenue impact calculations.

    • React
    • Node.js
    • Express.js
    • MongoDB

    Practice model. Not a system a hotel has adopted.

Skills

Tools used across the work.

  • Data Analytics

    • SQL
    • Power BI
    • Excel
    • Python
  • Development

    • Node.js
    • Express.js
    • JavaScript
    • MySQL
  • Healthcare & Operations

    • Health Informatics
    • Healthcare Operations
    • Reporting
    • Information Management
    • Process Improvement

Experience

Department of Health, The Medical City, and statistics fieldwork.

Experience supporting public health reporting, healthcare operations, biomedical record management, and statistical data collection.

  1. Sept 2021 — Dec 2022 · Pampanga, PH

    Department of Health

    Data Encoder

    COVID-19 vaccination records for Central Luzon. Incomplete or mismatched rows went back to the health unit before the regional report.

  2. Mar 2023 — Jun 2023 · Clark, Pampanga, PH

    The Medical City

    Biomedical Clerk

    Equipment files, maintenance paperwork, and the monthly reports and transmittals that went out from those files.

  3. Sept 2020 — July 2021 · Philippines

    Philippine Statistics Authority

    Census enumerator, PhilSys registration officer, FIES researcher

    Three separate assignments: 2020 Census (Sept–Oct 2020), PhilSys registration (Mar–May 2021), and the FIES household survey (July 2021).

Current employment

  • May 2024 — Present · Toronto, ON

    McDonald's Canada

    Customer Service & Cashier

    Orders, cash, and receipts have to match during a high-volume shift, often 50 or more customers overnight.

View full experience →

Education

Health informatics, and the IT degree under it.

  • Sep 2022 — Apr 2025

    Health Informatics Technology

    Centennial College · GPA 4.06 / 4.50

    Clinical workflow, healthcare analytics, SQL, and data warehousing. This is where the hospital and public-health work met the analysis.

  • Aug 2015 — Aug 2019

    Bachelor of Science in Information Technology

    Tarlac State University · Cum Laude

    Databases, information systems, statistics, and systems analysis. The technical base under the health informatics coursework.

View full education →

Contact

Open to healthcare data, reporting, and operations roles.

I am in Toronto. Email is the direct way to reach me. The resume has the dates on one page.