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dvd233/README.md
Hi, I'm dvd. AI Full-Stack Engineer.

Typing introduction: I build reliable AI applications end to end. Product interfaces, agent workflows, APIs, data systems. Computational imaging is my technical edge.

Looping preview of an earlier private hyperspectral reconstruction prototype: camera capture, 30-band reconstruction from 400 to 690 nanometres, and a sampled spectral curve.

Click the preview to play the full demo (muted) · 10.75 s · 1920x1080 · 60 fps · 400-690 nm.

What the demo shows

This is an earlier private hyperspectral reconstruction prototype. The public loop and full demo show a desktop workflow for camera acquisition, lightweight deep-learning reconstruction, 30-band spectral display across 400-690 nm, per-point spectral curves, and result saving.

I was responsible for the lightweight deep-learning reconstruction and dataset work, plus the camera acquisition, desktop UI, spectral visualization, and result-saving modules. Code and data remain private because of research and industry-collaboration constraints.

I build reliable AI applications end to end, connecting product interfaces, agent workflows, APIs, and data systems. Computational imaging is my technical edge.

AI applications   frontend + client systems   agent workflows   computational imaging

About

I turn AI capabilities into products people can use: streaming interfaces, local client workflows, orchestration, APIs, and data delivery. My main lane is AI full-stack engineering, with computational imaging and open-source collaboration adding technical depth.

Engineering focus

  • AI application engineering: turning LLM and agent capabilities into product flows across UI, orchestration, APIs, and data.
  • Frontend and client engineering: building streaming interfaces, desktop workflows, device-facing controls, and cross-platform behavior.
  • Agent workflows and data systems: working with RAG, DAG execution, model routing, MCP, SSE, RBAC, state, and storage.
  • Computational imaging: turning reconstruction research into usable software through camera acquisition, spectral visualization, and result handling.

Tech stack

Tech stack across interface, AI applications, backend and data, client delivery, and spectral imaging: HTML5, CSS3, JavaScript, TypeScript, React, React Flow, Zustand, Vite, Node.js, NestJS, Python, PyTorch, LangGraph, RAG, MCP, SSE, WebSocket, PostgreSQL, pgvector, Redis, Rust, Tauri, Git, Windows, PyInstaller, and camera workflows.

  • Interface: HTML5, CSS3, JavaScript, TypeScript, React, React Flow, Zustand, Vite, Webpack, and Rspack.
  • AI applications: LLM agents, RAG, LangChain, LangGraph, MCP tool calling, model routing, SSE, and WebSocket workflows.
  • Services and data: Node.js, NestJS, Python, PyTorch, PostgreSQL, pgvector, Redis, DAG execution, RBAC, snapshots, and structured diff or rollback.
  • Client delivery: Rust, Tauri, Git, Windows tooling, PyInstaller, camera workflows, and desktop result handling.

AI coding workflow

My coding-agent toolkit includes Kimi Code, Codex, Pi, Claude Code, Hermes, OpenCode, and ZCode. I also follow DeepSeek Harness within the broader agent tooling ecosystem. I use these tools inside a human-led loop: understand the codebase, implement the change, test edge cases, document decisions, and review the result.

Official Kimi Code agent mark from Moonshot AI Kimi CodeOfficial OpenAI mark used for Codex CodexOfficial Pi coding agent mark from pi.dev PiOfficial Anthropic mark used for Claude Code Claude Code

Official Nous Research mark for the Hermes agent HermesOfficial OpenCode coding agent mark OpenCodeOfficial ZCode plugin ecosystem mark from Z.ai ZCodeOfficial DeepSeek mark for the DeepSeek Harness project DeepSeek Harness

🌐 Open-source contributions

I work on real issues across AI agent systems, frontend ecosystems, desktop and web tooling, and civic data. As of 2026-09-17, 94 PRs are merged across 32 upstream projects, with 78 more in review.

🏆 Merged proof

Recently merged across major Chinese AI agent and frontend ecosystems:

  • 🐜 ant-design/ant-design#59173 · ⭐ 99.5k — fixed the Chinese contribution guide to link the English locale list in its i18n step, so contributors update both locale lists.
  • 🔍 alibaba/open-code-review · ⭐ 33.5k — added Pug template support to the review allowlist (#1114), then made report writes atomic so interrupted runs cannot leave truncated output (#1160).
  • 🤖 agentscope-ai/agentscope#2434 · ⭐ 31.9k — Uvicorn hot reload forced a SelectorEventLoop on Windows and broke subprocess execution; disabling reload on Windows keeps a compatible event loop.
  • 💬 QwenLM/qwen-code#11300 · ⭐ 27.9k — kept branch commits made before a failing post-checkout hook, so a failed hook no longer discards committed work.
  • ⚛️ alibaba/hooks#2956 · ⭐ 15.0k — kept useLatest and useUnmountedRef returns as non-nullable MutableRefObject across the supported React type versions, backed by declaration-emission regression tests.
  • 🎨 DouyinFE/semi-design#3352 · ⭐ 10.4k — made ESC close only the top-most modal, so stacked modals no longer collapse together.
  • 🍒 Tencent/cherry-markdown#1871 · ⭐ 4.9k — guarded pending image load and error callbacks after previewer destroy, so late events no longer touch torn-down state.
  • 🧩 Tencent/tdesign-vue-next · ⭐ 2.2k — restored the Dropdown onClick option type (#6959) and made Menu handle functional submenu parents (#6967).

Merged in international frontend and tooling ecosystems:

  • chakra-ui/chakra-ui#10979 · ⭐ 40.6k — gave the file-upload delete trigger a proper disabled style.
  • 📦 pnpm/pnpm#14708 · ⭐ 36.5k — stopped emitting empty package authors in SBOM documents.

28 merged PRs in grafana/grafana-pathfinder-app · ⭐ 19 — sustained features, fixes, and hardening that span Grafana's interactive learning app end to end: block-editor bulk actions, coda VM lifecycle, docs retrieval, and lint plus e2e coverage.

27 merged PRs in open-city-ai/haidian — selected deep dives:

🥇 Complete delivery · bilingual formal submission

Problem: A civic-data submission needed a complete, reviewable package rather than an unsupported concept.

Contribution: I delivered a scoped 41-file bilingual package spanning narrative, offline HTML/PDF, GeoJSON, metrics, sources, a manifest, and deterministic self-checks, while marking provisional geometry and non-endorsement boundaries.

PR: open-city-ai/haidian#2540 · merged for repository intake, not gallery publication or government endorsement.

🪟 Windows portability · import and worker locking

Problem: An unconditional fcntl import stopped two test modules from being collected on Windows, and worker-lock contention needed consistent cross-platform semantics.

Contribution: I reproduced the failure, introduced the guarded POSIX and Windows lock path, and added the initial regression. Maintainer review then corrected the production file-open path and strengthened its test; the previously uncollectable target suite passed 21/21 tests.

PR: open-city-ai/haidian#3859

⚖️ Review semantics · blockers versus future follow-ups

Problem: A flat review-action list converted future conditions into immediate change requests, creating an intake loop that compliant edits could not close.

Contribution: I introduced explicit non-blocking follow-ups with trigger and owner fields, invalidated legacy review caches, and kept current or malformed repairs fail-closed with focused regression coverage.

PR: open-city-ai/haidian#3982; the original blocked head was re-reviewed and merged without weakening existing gates.

🗺️ Contribution map

Area Project Status Selected work
🎓 Interactive learning tooling grafana/grafana-pathfinder-app 29 PRs · 28 merged · 1 open Block editor bulk actions, coda VM lifecycle, docs retrieval, and lint plus e2e coverage
🏙️ Civic data delivery open-city-ai/haidian 28 PRs · 27 merged Structured submissions, geometry sources, deterministic artifacts, review semantics, and a CJK font screenshot regression
🤖 AI agent systems agentscope-ai/agentscope · QwenLM/qwen-code 2 merged · 3 open Windows event-loop and post-checkout commit safety merged; tool data-block replay and output-language fixes in review
🧩 Frontend component ecosystems ant-design/ant-design · chakra-ui/chakra-ui · DouyinFE/semi-design · alibaba/hooks · nuxt/ui · Tencent/tdesign-vue-next · Tencent/cherry-markdown 8 merged · 1 open i18n guide links, modal stacking, non-nullable ref types, Dropdown and Menu fixes, and disabled upload triggers
🔍 Code review tooling alibaba/open-code-review 3 PRs · 2 merged · 1 open Pug template support and atomic report writes merged; Jinja template support in review
🔐 AI safety & evaluation microsoft/PyRIT · wandb/rai-toolkit 2 merged Feedback-dialog restore after secret confirmation; explicit adapter call-time options
🛠️ Web & build tooling pnpm/pnpm · crxjs/chrome-extension-tools · storybookjs/storybook · parcel-bundler/parcel 2 merged · 4 open SBOM and sourcemap fixes merged; Next.js-Vite resolution and resolver BOM parsing in review
💻 Desktop UX desktop/desktop · kando-menu/kando 1 merged · 1 open WebSocket message action merged; pull-request suggestion behavior in review
🧠 Agent memory & Node.js TencentCloud/TencentDB-Agent-Memory 8 open Gateway lifecycle and env forwarding, bash 3.2 deploys, proxy preservation, SQLite filtering, and self-healing store state
📱 Cross-end frontend NervJS/taro · NervJS/taro-docs 7 open Component rendering, platform API typings, Vite runner CSS behavior, and llms.txt docs
🖥️ Agent desktop UI bytedance/UI-TARS-desktop 5 open Agent server streaming, MCP initialization, device actions, and workspace search ordering
📖 Knowledge & RAG Tencent/WeKnora 2 open PDF text extraction and editor resource loading
🧭 Search & coordinates organicmaps/organicmaps 1 open C++ search behavior for space-separated DMS coordinates

🚀 In review now

🤖 AI agent systems · 18 open PRs
📱 Cross-end and domestic frontend · 9 open PRs
🛠️ Frontend platforms and tooling · 9 open PRs

…plus single PRs across parcel, desktop/desktop, payloadcms, continue, eslint, NextChat, OpenViking, and other ecosystems — the auto-refreshed 📊 Full footprint below tracks every upstream project.

📊 Full footprint

Project PRs ✅ Merged 🚀 Open
grafana/grafana-pathfinder-app 19 29 28 1
open-city-ai/haidian 412 28 27 0
michaelegner/architecture-intelligence-platform 3 4 4 0
AgentPostmortem/agentpostmortem 2 3 3 0
alibaba/open-code-review 35695 3 2 1
snapotter-hq/SnapOtter 2692 2 2 0
Tencent/tdesign-vue-next 2180 2 2 0
reticlehq/reticle 745 2 2 0
ant-design/ant-design 99532 1 1 0
chakra-ui/chakra-ui 40650 1 1 0
pnpm/pnpm 36554 1 1 0
agentscope-ai/agentscope 31907 3 1 1
QwenLM/qwen-code 27940 3 1 2
alibaba/hooks 14972 1 1 0
DouyinFE/semi-design 10363 1 1 0
nuxt/ui 6933 2 1 1
kando-menu/kando 6353 1 1 0
Tencent/cherry-markdown 4873 1 1 0
callstack/agent-device 4638 1 1 0
microsoft/PyRIT 4502 1 1 0
conorbronsdon/avoid-ai-writing 4452 1 1 0
crxjs/chrome-extension-tools 4170 1 1 0
add2cal/add-to-calendar-button 1485 1 1 0
libredb/libredb-studio 788 1 1 0
PostHog/posthog-js 608 1 1 0
OpsiMate/OpsiMate 217 1 1 0
Tencent/tdesign-common 188 1 1 0
wandb/rai-toolkit 88 1 1 0
NimbleBrainInc/nimblebrain 22 1 1 0
kNoAPP/MeshCore-WebAgent 4 1 1 0
AubaidFarrukh/smart-retry 2 1 1 0
exactml/marginal 1 1 1 0
Total across 88 upstream projects 190 94 78
🧾 56 more projects with PRs only in review or closed without merge
Project PRs ✅ Merged 🚀 Open
TencentCloud/TencentDB-Agent-Memory 26913 8 0 8
NervJS/taro 37679 6 0 6
bytedance/UI-TARS-desktop 39038 5 0 5
storybookjs/storybook 91091 3 0 3
payloadcms/payload 44809 2 0 2
Tencent/WeKnora 26605 2 0 2
radix-ui/primitives 19289 2 0 2
Tencent/vConsole 17522 2 0 2
adobe/react-spectrum 15876 2 0 2
TanStack/router 15093 2 0 2
freshframework/fresh 13787 2 0 2
wxt-dev/wxt 10522 2 0 2
ChatGPTNextWeb/NextChat 88780 1 0 1
parcel-bundler/parcel 44025 1 0 1
volcengine/OpenViking 37939 1 0 1
continuedev/continue 35945 1 0 1
floating-ui/floating-ui 32750 1 0 1
tailwindlabs/headlessui 28745 1 0 1
eslint/eslint 27510 1 0 1
browserbase/stagehand 24327 1 0 1
facebook/lexical 23870 1 0 1
desktop/desktop 21867 1 0 1
baidu/amis 18895 1 0 1
organicmaps/organicmaps 15440 1 0 1
Tencent/omi 13266 1 0 1
alibaba/formily 12582 1 0 1
didi/LogicFlow 11703 1 0 1
huggingface/chat-ui 10951 1 0 1
gridstack/gridstack.js 9123 1 0 1
bytedance/flowgram.ai 8456 1 0 1
dequelabs/axe-core 7523 1 0 1
evidence-dev/evidence 6947 1 0 1
jd-opensource/nutui 6510 1 0 1
jd-opensource/micro-app 6252 1 0 1
Tencent/wujie 5043 1 0 1
ant-design/x 4786 1 0 1
eclipse-paho/paho.mqtt.golang 3121 1 0 1
astral-sh/ruff-vscode 1672 1 0 1
pnpm/pnpm.io 313 1 0 1
ant-design/ant-design-cli 258 1 0 1
DSpace/dspace-angular 180 1 0 1
NervJS/taro-docs 32 1 0 1
ant-design/x-markdown-mini 28 1 0 1
alibaba/loongsuite-js 24 1 0 1
Tnsor-Labs/brokoli 6 1 0 1
theaiteam-dev/conduit 0 1 0 1
vitejs/vite 82868 1 0 0
trpc/trpc 40608 1 0 0
vitest-dev/vitest 17121 2 0 0
typescript-eslint/typescript-eslint 16391 4 0 0
assistant-ui/assistant-ui 12197 1 0 0
npmx-dev/npmx.dev 3623 3 0 0
Gamote/lottie-react 968 1 0 0
w3c/aria 753 1 0 0
astral-sh/ty-vscode 379 1 0 0
backblaze-labs/b2-mcp 36 1 0 0

Education

  • Master's student — Electronic Engineering and Information Photonics, BUPT
  • Undergraduate background — Network Engineering, BUPT

Contact

dvd@linux.do · z1403594118@gmail.com

📈 GitHub activity

GitHub achievement trophies for dvd233, theme-aware

GitHub contribution streak for dvd233, theme-aware

Isometric contribution calendar for dvd233 in spectral colors, theme-aware

Animated GitHub contribution snake generated from dvd233's public contribution calendar, with theme-aware spectral colors.

Spectral trace footer artwork for dvd's profile, with a contribution-inspired trail on an engineering grid and a 400 to 700 nanometre axis.

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