Portfolio
这里收拢更像作品集的项目：有明确问题、技术路线和个人角色。下面仍保留项目笔记列表，用来记录实现过程中的推导、实验和阶段性想法。
A game-native bilingual release-intelligence agent that moves from personalized context and governed evidence to production actions, uplift targeting, and controlled incrementality validation.
Product strategy, UX, agent and search architecture, evidence governance, causal experimentation, and full-stack implementation
An ObjectReact navigation project comparing six-frame temporal costmap aggregation strategies, including EMA, GRU, gating, and soft fusion, under structured corruption scenarios.
Temporal aggregation design, robustness evaluation, and visualization
DreamCatch AI focuses on the fragile first minutes after waking: capture speech, structure memory fragments, ask targeted follow-up questions, and generate visual cues that help users revisit dreams later.
Product concept, AI workflow, UX system
A game-native bilingual release-intelligence agent that moves from personalized context and governed evidence to production actions, uplift targeting, and controlled incrementality validation.
TypeScript / Next.js / DeepSeek Web SearchAn ObjectReact navigation project comparing six-frame temporal costmap aggregation strategies, including EMA, GRU, gating, and soft fusion, under structured corruption scenarios.
ObjectReact / Costmap Embedding / EMADreamCatch AI focuses on the fragile first minutes after waking: capture speech, structure memory fragments, ask targeted follow-up questions, and generate visual cues that help users revisit dreams later.
Qwen ASR / LLM structured extraction / FLUXA compact vision project for understanding the pre-deep-learning lane detection pipeline: grayscale conversion, Gaussian smoothing, gradient filtering, edge thinning, thresholding, and Hough-space voting.
Python / OpenCV / CannyBuild GPT is a from-scratch learning track for demystifying language models: start with tensors and token sequences, then assemble attention, residual blocks, training loops, and sampling.
PyTorch / Transformer / Language modelingSearch the grove
