My research focuses on product strategy, regulatory decision-making, and human behavior in digital systems.
I explore how products are conceived, validated, and scaled in complex, regulated environments.
Product Strategy, Innovation & Decision-Making
Researching how products are conceived, validated, and evolved through structured decision-making, user insights, and strategic prioritization across the product lifecycle.
- Product discovery and problem framing
- Strategy, prioritization, and trade-offs
- Iterative and agile product development
- Decision-making under uncertainty
Regulatory Affairs & Compliance in Product Development
Exploring how regulatory frameworks shape product design, development processes, and lifecycle decisions in regulated and safety-critical domains.
- Regulatory requirements as product constraints
- Compliance-driven product and design decisions
- Risk management and documentation systems
- Regulation-aware product strategy
User Behavior, Cognition & Human-Product Interaction
Analyzing how users think, decide, and interact with digital products, focusing on cognitive patterns, biases, and real-world usage contexts.
- Decision-making processes and user behavior
- Cognitive biases in digital environments
- Motivation, trust, and adoption
- Human-product interaction
Technology-Enabled Systems & Go-to-Market Dynamics
Studying how technology, data, and systems enable scalable products and influence how they are positioned, introduced, and evolved in the market.
- Intelligent and automated systems
- Data-informed iteration and feedback loops
- Product positioning and value propositions
- Go-to-market dynamics in complex environments