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  • Tiktok
  • Singapore

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dajiaohuang/README.md

TikTok 软件工程实习生 · 新加坡国立大学 DSML 硕士 · 上海交通大学校友
我构建智能体基础设施、证据优先工作流与科学交互界面。

个人网站 · SagaSmith · 邮箱 · LinkedIn


我正在构建

系统 它认真对待的问题
SagaSmith AI 原生 TTRPG 基础设施:由智能体理解与主持,确定性引擎结算规则,权威 MCP 服务管理状态。
RepoStew 将仓库维护做成长期闭环:核验、审计、修复、测试、提交,并持续跟进评审与 CI。
Archive & Apply 以来源为先的职业与学术工作流,让每一条润色后的表述都能回溯到证据。
Evo Atlas 静态优先的证据图谱,连接地质年代、化石记录、系统发育假说与科学不确定性。
Solar Atlas 浏览器原生的太阳系动力学、小天体探索、事件检索与可复现任务工作区。

我的工作方法

明确权限  →  可复现状态  →  聚焦验证  →  可维护交付
来源证据  →  有界推断    →  诚实表述  →  有用界面
  • 智能体系统: MCP、工具调用、智能体 RAG、检索、会话与状态设计、安全门控。
  • 科学交互: React、TypeScript、Three.js、D3、Leaflet、浏览器 Worker、静态数据平台。
  • 后端与机器学习: Python、FastAPI、PyTorch、Transformers、向量检索、SQL、Docker/Kubernetes。
  • 仓库维护: 仓库审计、GitHub 工作流、测试、发布证据、文档与线上版本一致性。

代表性开源贡献(不含自有项目)

外部项目 已合并贡献 关注点
PraisonAI 30 PR 智能体运行时、可靠性、桌面端与跨平台支持
VisActor / VChart 9 PR 构建修复与文档完整性
ByteDance / g3 6 PR Rust、跨平台命令、CI 与文档
ByteDance / vArmor 5 PR 策略正确性、并发与测试
HKUDS / nanobot 4 PR 安全边界、Windows 支持与会话恢复
Volcengine / OpenViking 3 PR 记忆索引、补丁处理与 Go SDK
ruvnet / ruflo 3 PR 会话状态、Windows 启动与 MCP 工具选择
Web Infra / Rslib 2 PR Node 归档性能与文档维护

统计核验于 2026-08-29;仅含已合并 PR,并排除 dajiaohuang 与 SagaSmithAI 名下仓库。

Contribution Activity

Wu Shuwen 的 GitHub Contribution Activity 动画

每日自动刷新 · Daily refresh

研究经历

新加坡 · 持续公开构建 · 查看完整系统图 →

English version

Software Engineer Intern @ TikTok · MSc DSML @ NUS · SJTU alumnus
I build agent infrastructure, evidence-first workflows, and scientific interfaces.

What I am building

System The problem it takes seriously
SagaSmith AI-native TTRPG infrastructure where agents interpret, deterministic engines settle rules, and authoritative MCP services own state.
RepoStew Repository stewardship as a durable loop: verify, audit, fix, test, submit, and maintain through review and CI.
Archive & Apply Source-first career and academic workflows that keep every polished claim traceable to evidence.
Evo Atlas A static-first evidence atlas connecting geological time, fossil occurrences, phylogenetic hypotheses, and scientific uncertainty.
Solar Atlas Browser-native Solar System dynamics, small-body exploration, event search, and reproducible mission workspaces.

How I tend to work

explicit authority  →  reproducible state  →  focused validation  →  maintainable delivery
source evidence     →  bounded inference   →  honest claim        →  useful interface
  • Agent systems: MCP, tool calling, agentic RAG, retrieval, session/state design, safety gates.
  • Scientific interfaces: React, TypeScript, Three.js, D3, Leaflet, browser workers, static data platforms.
  • Backend & ML: Python, FastAPI, PyTorch, Transformers, vector retrieval, SQL, Docker/Kubernetes.
  • Stewardship: repository audits, GitHub workflows, testing, release evidence, documentation and live-site consistency.

Selected open-source contributions (excluding owned projects)

External project Merged work Focus
PraisonAI 30 PRs Agent runtime, reliability, desktop, and cross-platform support
VisActor / VChart 9 PRs Build fixes and documentation integrity
ByteDance / g3 6 PRs Rust, cross-platform commands, CI, and docs
ByteDance / vArmor 5 PRs Policy correctness, concurrency, and tests
HKUDS / nanobot 4 PRs Security boundaries, Windows support, and session recovery
Volcengine / OpenViking 3 PRs Memory indexing, patch handling, and Go SDK
ruvnet / ruflo 3 PRs Session state, Windows launch, and MCP tool selection
Web Infra / Rslib 2 PRs Node archive performance and documentation

Verified 2026-08-29; merged PRs only, excluding repositories owned by dajiaohuang and SagaSmithAI.

Research roots

Singapore · building in public · see the full system map →

Pinned Loading

  1. HKUDS/nanobot HKUDS/nanobot Public

    Ultra-lightweight, open-source, self-hosted personal AI agent framework in Python with WebUI, tools, memory, MCP, multi-agent workflows, automation, and chat apps

    Python 47.5k 8.4k

  2. Archive_and_Apply_Skill Archive_and_Apply_Skill Public

    Source-first 的 Codex skill:从经历证据派生可追溯的简历、投递、面试与学术申请材料。

    Python 1

  3. MervinPraison/PraisonAI MervinPraison/PraisonAI Public

    PraisonAI 🦞 — Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous self-improving agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with b…

    Python 9k 1.4k

  4. RepoStew_skills RepoStew_skills Public

    RepoStew|把贡献做成维护闭环的可移植 Agent Skill

    Python

  5. SagaSmithAI/SagaSmithAI.github.io SagaSmithAI/SagaSmithAI.github.io Public

    Official SagaSmithAI website for the AI-native TTRPG platform.

    Astro