Crafting AI-driven product strategies that drive business value. Specializing in enterprise ontology design that enhances decision intelligence, ensures data governance, and provides clear, explainable outcomes for stakeholders at every level.
Lead Digital Transformation initiatives that modernize operations. Drive Product Innovation through customer-centric design. Implement Agile frameworks to enhance productivity and accelerate market delivery.
Advance AI through structured knowledge models and cutting-edge research. Develop robust ontologies to enhance system intelligence and ensure data integrity.
Translate user needs into intuitive solutions via iterative design sprints. Emphasize usability, accessibility, and continuous feedback for optimal engagement.
Leverage data-driven insights to pinpoint market opportunities and craft actionable strategies. Align organizational objectives with sustainable growth trajectories.
I am a Ph.D. candidate in Data Science at Bowling Green State University, advised by Professor Shuteng Niu.
I specialize in developing and deploying AI solutions leveraging Large Language Models (LLMs) and Knowledge Graphs (KGs) to deliver high-accuracy, resilient, and trustworthy outcomes. My work addresses core challenges in consistent AI—ranging from advanced model training and data integration to contextual relevance and misinformation mitigation. I also incorporate continual learning frameworks and adversarial defenses to ensure robust, long-term performance.
Currently, I focus on using Knowledge Graph capabilities to elevate reliability and contextual accuracy in LLM-driven Agents. This involves designing strategies for semantic enrichment, multi-source data fusion, and transparent decision-making processes.
Previously, I co-founded PrinTrans, an automatic translation startup, where I gained end-to-end experience in product development—from initial concept to market launch and user feedback. Building on that entrepreneurial foundation, I pursued an MS in Technology Management at the University of Illinois at Urbana-Champaign, which enriched my expertise in strategic market analysis, business planning, and value-driven product innovation.
Outside of work, I enjoy running, playing tennis, exploring the ocean, traveling worldwide, and brewing (and savoring) excellent coffee ☕️.
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