Building dialogue agents for conversation, reflection and collaboration

Image Generation: Co-founded Diffuse AI, an AI-powered web application that utilizes generative AI and stable diffusion models to create clothing images on AI models for fashion brands.• Model Optimization: Improved model performance by 35% and enhanced training efficiency using sd-script, LoRA, and the Segment Anything Model; effectively addressed challenges such as overfitting with Dreambooth.• System Architecture: Co-designed and architected a robust backend infrastructure in Python and FastAPI. Crafted a user-friendly API and created the front-end UI components with Vue.js.• Data Ingestion: Enhanced a 20,000-image database using advanced augmentation and processing techniques.

• Interactive Learning: Boosted annual revenue by $110,000 through collaborative development and feature design of YouDao educational platform. Achieved a 15% WAU increase by introducing a more playful AI virtual interface.• Agile Collaboration: Enhanced prototypes through user interviews, facilitating alignment among cross-functional teams, and effectively led project status meetings while communicating progress to senior management.• Customer Analysis: Collaborated with the business team and identified 1k+ seed users by analyzing current users’ persona and visualizing users’ data using Python, SQL, and Excel.

• Conducted in-depth PRD (product requirement document) analysis of AI short videos covering customer research, competitive analysis, and content inventory. • Collaborated closely with developers, engineers, and product designers to manage product ideation and prototype.

Teaching assistant for the Under graduate Course 111 Data Structures and Advanced Programming under Prof. Jing Hu. Supported undergraduate students in understanding, applying data structures concepts and performance analysis, and assisting with assignments, midterms, project proposals and grading.