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  • Tiktok
  • Singapore

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dajiaohuang/README.md

Wu Shuwen β€” systems, agents, and evidence

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

Portfolio Β· SagaSmith Β· Email Β· LinkedIn


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  β†’  reproducible state  β†’  focused validation  β†’  maintainable delivery
source evidence     β†’  bounded inference   β†’  honest claim        β†’  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.

Research roots

Singapore Β· building in public Β· see the full system map β†’

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

    Python 1

  3. MervinPraison/PraisonAI MervinPraison/PraisonAI Public

    PraisonAI 🦞 β€” 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 β€” Claude Code skill for autonomous open-source contribution. Discovers, verifies, assesses, fixes, and submits PRs across any GitHub repo with engineering taste. Two modes: confirm (plan-f…

    Python

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

    Official SagaSmithAI website for the AI-native TTRPG platform.

    Astro