Applied Data Science & Analytical Reasoning

I bring applied data science skills to support sound judgment, evaluation, and decision-making in complex organizational environments. Through MIT’s Applied Data Science & AI program, I developed hands-on experience working with large datasets, building predictive models, and interpreting machine learning outputs in ways that inform strategy rather than obscure it. I use analytical tools to surface meaningful patterns, assess trade-offs, and support evidence-based decisions—particularly in contexts where uncertainty, risk, or competing priorities are present.

For readers interested in my applied data science and ML evaluation background, selected technical projects are available here.

Technical Writing & Operational Documentation

I specialize in translating complexity into clear, usable documentation that supports execution, compliance, and accountability. My experience includes developing SOPs, ERP documentation, and quality management procedures across regulated environments such as oil & gas, aerospace, and IT. I’ve supported U.S. Department of Defense compliance and operational programs with budgets of up to $24M annually. Clear documentation, for me, is not just a deliverable—it’s a core operational system that enables teams to work effectively at scale.

Program Design, Evaluation & Learning Systems

I design, implement, and evaluate programs that support organizational capability-building and measurable outcomes. My work spans leadership development, competency-based upskilling, and workforce transformation initiatives. I focus on aligning program design with real organizational needs, ensuring initiatives are practical, adaptable, and grounded in evidence. (Examples can be found in my Program Portfolio and signature Beta-You program.)

Change Management

As a PROSCI-certified change practitioner, I support organizations through periods of growth, transition, and uncertainty. I integrate the technical and human dimensions of change—helping leaders plan effectively, support adoption, and sustain momentum over time. My approach emphasizes clarity, communication, and practical implementation rather than change for its own sake.

Organizational Development & Behavioural Science

With a Master’s degree in Industrial-Organizational Psychology, I bring a rigorous behavioural science foundation to people systems and organizational design. I’ve worked extensively with recruitment frameworks, performance management systems, psychometric assessment, and workforce analytics to support hiring quality, retention, and team effectiveness. My focus is always on building people systems that are fair, defensible, and aligned with how work actually happens.

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Across these capabilities, my focus is consistent: enabling leaders and teams to make better decisions, work beautifully together, and sustain impact as organizations grow.

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