Professional Experience

Strategic Operations Lead

Apr 2025 — Present

Multinational design & strategy studio that blends creativity & function to shape innovative experiences.

  • Leads cross-functional operating design across strategy, product, and creative teams, translating long-range priorities into executable roadmaps with clear ownership and measurable milestones.
  • Built governance rhythms for planning, risk review, and decision escalation that improved execution predictability and reduced coordination overhead across distributed collaborators.
  • Drove structural reforms that increased team scalability, clarified accountability, and created a more resilient foundation for sustained organizational growth.
Explore DFDraw Lab

Founder and President

2023 — Present

Providing a platform for interdisciplinary innovation through discussion, research, and real-world experimentation.

  • Scaled Synaperge to 56 members across multiple countries, establishing a durable interdisciplinary community spanning AI, design, behavioral science, and social-impact innovation.
  • Designed a project-based operating model that combines structured dialogue, research sprints, and prototype testing to move ideas from discussion to real-world experimentation.
  • Mentored cross-functional teams through 3 innovation initiatives, including AI bias in ed-tech systems, fast-food branding psychology, and accessibility in personal finance UX.
  • Built a leadership culture centered on intellectual rigor, ethical reflection, and practical execution so members can develop both analytical depth and implementation capability.
Explore Synaperge initiatives

Research & Publications

  • Led a Human-Computer Interaction and fintech research program focused on reducing financial management friction, benchmarking feature fragmentation across 8 widely used consumer finance applications.
  • Designed and executed a mixed-method study combining quantitative (N = 342 survey) and qualitative (N = 35 interviews) methods to map pain points in budgeting, bill tracking, savings coordination, and long-term planning workflows.
  • Synthesized behavioral and interaction findings into a unified product architecture, then translated insights into a high-fidelity prototype for holistic household financial management.
  • Paper accepted and presented at 27th International Conference on Human-Computer Interaction (HCII 2025).
View research paper

Human-Centered, Sustainable, and Socially-Responsible Innovation

Author | ISBN: 979-8248682874
2025 — 2026
  • Authored a 257-page book introducing the "Great Outsourcing"—the systemic transfer of human judgment to generative systems through defaults, rankings, and automated recommendations.
  • Maps concrete failure modes across education, healthcare, finance, and organizational governance, including decision atrophy, accountability diffusion, and over-trust in model outputs.
  • Proposes a human-centered design framework with friction-aware interfaces, dissent checkpoints, and reflection prompts that keep critical thinking active in high-stakes workflows.
  • Reframes innovation success around sustainability, social responsibility, and institutional resilience, arguing that efficiency without agency is a fragile and incomplete metric.
Read book synopsis & excerpts
  • Defines Relevance Gravity as an algorithmic attention force that promotes what is most legible and engaging, then traces how this distorts collective sense-making across education, media, and public discourse.
  • Introduces a technical vocabulary—Epistemic Surface, Antididacticism, and Mythic Academicism—to explain why AI-era learning can appear comprehensive while actually reducing depth, struggle, and retention.
  • Analyzes temporal and linguistic risks through Epistemic Latency and Semantic Drift, showing how static model knowledge can diverge from fast-moving social realities and fracture shared meaning.
  • Argues that metric-first design can trigger Ethical Collapse by turning dignity, empathy, and wisdom into optimization targets, creating blind spots that feel efficient while eroding human responsibility.
View theoretical frameworks

Leadership & Activities

Representative

Bellevue School District Strategic Planning Coalition
2024 — 2025
  • Advised district leaders on policies to expand student voices and qualitative measures. Contributed to policy discussions on human-centered systems.
  • Helped shape long-term strategies balancing student needs with a $20M district budget deficit.
View policy contributions

Member

Association for the Advancement of Artificial Intelligence (AAAI)
2025 — Present
  • Participated in AAAI seminars and actively engaged in research on AI ethics, model alignment, and HCI-AI intersections.
View AAAI involvements

Academic Background

Academic Degrees

B.S. in Statistics and Data Science

University of California, Los Angeles (UCLA)

Professional Certifications

Machine Learning Specialization Certificate
Stanford University
Artificial Intelligence Fundamentals Certificate
IBM