Research Project with myself

• (Meta-Analysis of Qualitative Data) Conducted semi-structured interviews with my friends to gather opinions on steak doneness, marbling, and seasoning philosophy.
• (Large-Scale Field Experiment) Recruited multiple steak subjects and implemented varied cooking methodologies under controlled home-lab conditions.
• (Mechanism Identification) Performed intuition analysis of steak taste, identifying butter as moderator and temperature as mediator both with significance (p-value < 0.001).

Industrial Project funded by my pocket

• (Large-Scale Knowledge Graph Building) Conducted intensive reviews on YouTube tutorials, blog posts, and Instagram posts, building a large-scale Knowledge Graph(KG) with short-term memory mechanism.
• (Deep Learning) Trained my mind to maximize the aesthetic judgment by browsing millions of pictures from a large online database.
• (Agentic Framework with Reinforcement Learning) Developed an automonous framework to take photos — involving knowledge graph retrieval, planning, parameter post-tuning, action execution, evaluation, and self-evolution.

• Conducted investigations across research domains and identified publishable topics.
• Survived core courses and pretended not to be stupid.
• Designed and implemented a long-term workflow for candidacy completion and post-graduation employment acquisition.