About Me

Background

I am a research analyst with a strong foundation in market research, AI, and business analysis, focused on transforming complex data into actionable insights that help with strategic planning and decision-making. My background combines scientific research, computer science, and applied analytics, allowing me to approach problems with both analytical rigor and practical business context. My approach includes qualitative and quantitative methods, leveraging tools such as Python, R, Excel, and Power BI to identify trends and risks, and communicate findings clearly to technical and non-technical stakeholders.

Work experience

I worked on projects that involved data collection, statistical analysis, research, and technical reporting. I have contributed to AI-related research initiatives, including predictive diagnostics and patent registration of innovative technologies, where accuracy, documentation, and evidence-based reasoning were critical. I am also skilled at working with raw data, designing structured approaches to analysis and translating results into clear narratives that support organizational goals.

    • Systematically extracted and compiled key information, such as prior art data and patent classifications, from various online publications and international patent databases (USPTO, Espacenet and WIPO).
    • Collaborated with patent attorneys to validate research findings and ensured alignment with legal documentation requirements, contributing to informed decision-making and strategic planning.
    • Programmed and implemented data extraction processes using Python library Beautiful Soup, facilitating successful migration of semi-structured data from various outdated websites.
    • Researched and communicated relevant technical concepts from papers found on arXiv.org and Google Scholar to articulate project feasibility and impact, contributing to the proposal’s advancement in the Canadian Space Agency’s funding selection process.
    • Supported the development of a proposal focused on AI and machine learning applications in space robotics, specifically targeting auto-diagnostics and early failure prediction.

Volunteer Work


2026 to Present

Market Research Associate (Save the Water™)

Key Skills: SWOT Analysis | Benchmarking and Market Analysis | Stakeholder List, Map, or Personas | Survey or Questionnaire

    • Researched and identified organizations across the U.S. that align with Save the Water™’s mission and could serve as potential partners.
    • Collected and organized relevant data on these organizations according to the provided criteria.
    • Summarized findings in an easy-to-understand format for internal review.
    • Presented research outcomes to project leads and other stakeholders.
    • Supported ongoing trend monitoring efforts pertaining to nonprofit marketing, social media and water-related news/developments.

Vice President of Marketing (International Institute of Business Analysis (IIBA®) Ottawa-Outaouais Chapter)

Key Skills: SWOT Analysis | Benchmarking and Market Analysis | Stakeholder List, Map, or Personas | Survey or Questionnaire

    • Accountable for staging Monthly Chapter Events Portfolio.
    • Act as the point of contact for all sponsorship and advertising for the Chapter.
    • Create and manage agreements with sponsors and advertisers.
    • Identify and prepare marketing materials in collaboration with VP Communications.
    • Liaise with IIBA Global with regards to marketing and promotions.

2025 to 2026


I volunteered as a Publishing Associate (Researcher and Writer) at Save the Water™, where I researched and wrote evidence-based articles on water contamination, water technologies, and global water issues. This role required sourcing and evaluating credible scientific and policy literature, adhering to strict citation and SEO guidelines, collaborating with editorial leadership, and meeting consistent publication deadlines. Through this work, I contributed to public-facing research that supports environmental awareness, education, and advocacy.

As the Secretary at the International Institute of Business Analysis (IIBA®) Ottawa-Outaouais Chapter, I ensured strong governance, transparency, and continuity of operations. In this role, I manage and maintain all official corporate documentation, including Letters Patent, Bylaws, and Board meeting records, and oversee the preparation, notification, and distribution of agendas and minutes for both Board and General Membership meetings. I supported organizational accountability by managing meeting logistics, maintained accurate records of decisions and actions, and facilitated formal communications with the IIBA. Where required, I also acted as a signing authority for financial matters. This role has strengthened my expertise in governance, documentation, and stakeholder coordination, reinforcing my ability to support structured decision-making in complex, multi-stakeholder environments.

As a Researcher at DEFEND, I primarily conducted comprehensive qualitative and quantitative research to identify and reduce risks faced by children and vulnerable people online. Using relevant statistical methods and tools, I analyzed collected data and interpreted results to provide actionable insights for organizational decision-making. I also prepared clear and concise reports summarizing research findings, ensuring accessibility for a range of stakeholders across technical and non-technical audiences. Lastly, I conducted literature reviews to support findings and stay updated on current trends/developments within the field.

Certifications

Publications

Across all my roles, I bring a disciplined research mindset, strong documentation practices, and a commitment to clarity, accuracy and impact. Whether it's analyzing data, supporting AI innovation, or communication of valuable insights through storytelling and documentation, my goal is the same: to deliver information that is trustworthy, actionable, and grounded in sound research.