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Wu Shuwen dajiaohuang

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Software Engineer Intern in Tiktok. Graduate student in NUS. Graduated from SJTU.
  • Tiktok
  • Singapore

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dajiaohuang /README.md
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 · source Repository stewardship as a durable loop via a portable Agent Skill: verify, audit, fix, test, submit, and maintain through review and CI.
Clash of Tokens A local-first Go gateway that gives agents and applications one OpenAI-compatible front door to multiple providers, accounts, and sessions.
Archive & Apply · source 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)

As of 2026年09月10日, this includes 179 merged PRs across 89 externally owned repositories, with 71 added since August 30.

External project Merged work Focus
PraisonAI 33 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 6 PRs Security boundaries, Windows support, and session recovery
Turso 5 PRs SQLite compatibility, JSON semantics, and documentation
Web Infra / Rspress 4 PRs Documentation sites, agent tool requirements, and link integrity
Volcengine / OpenViking 3 PRs Memory indexing, patch handling, and Go SDK
Puppeteer 3 PRs Windows build and release tooling

Verified 2026年09月10日; merged PRs only, excluding repositories owned by dajiaohuang and SagaSmithAI.

Research roots

Singapore · building in public · visit the personal site →

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 · 源码 用一个可移植的 Agent Skill 把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。
Clash of Tokens 本地优先的 Go AI 网关,为智能体和应用在多个 provider、账号与会话之间提供统一的 OpenAI 兼容入口。
Archive & Apply · 源码 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)

截至 2026年09月10日,共有 179 个已合并 PR,覆盖 89 个非自有仓库;8 月 30 日以来新增 71 个。

外部项目 已合并贡献 关注点
PraisonAI 33 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 6 PR 安全边界、Windows 支持与会话恢复
Turso 5 PR SQLite 兼容性、JSON 语义与文档
Web Infra / Rspress 4 PR 文档站、智能体工具要求与链接完整性
Volcengine / OpenViking 3 PR 记忆索引、补丁处理与 Go SDK
Puppeteer 3 PR Windows 构建与发布工具

统计核验于 2026年09月10日;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 · 查看个人主页 →

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 48k 8.5k

  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

AltStyle によって変換されたページ (->オリジナル) /