{
  "profile": {
    "name": "Yongzhao Chen",
    "headline": "Automotive systems engineer. Building practical AI and developer tools.",
    "intro": "I'm Yongzhao, an automotive systems engineer in Gothenburg. I work on AD/ADAS systems and build personal projects in AI tooling, photo organization and embedded networking.",
    "location": "GOTHENBURG, SWEDEN · ENGLISH / MANDARIN",
    "github": "Yongzhaooo",
    "linkedin": "https://linkedin.com/in/yongzhao-chen",
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        "approved_public": true,
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        "stage": "Working demo",
        "art": "photo",
        "art_label": "PERSONAL PREFERENCE\nREVIEW → ARCHIVE → RESTORE",
        "symbol": "▧",
        "summary": "An Android photo organization project combining personal preference ranking, source rules and duplicate checks. Review suggestions, protect selected albums, and restore archived originals.",
        "note": "Initial device demo completed. Open-source release planned; source and public demo are not yet published. Ranking quality is still under evaluation.",
        "tags": [
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          "Kotlin",
          "Python",
          "Personalized ranking"
        ],
        "links": [],
        "subtitle": "AI-assisted photo organization with personal preference learning"
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        "stage": "Public project",
        "art": "network",
        "art_label": "RA74 / QCA8337\nTRACE → PATCH → VERIFY",
        "symbol": "↔",
        "summary": "Investigating and fixing NSS networking on the Redmi AX5400. The project documents a receive-path repair, switch initialization checks, and firmware build and recovery steps.",
        "note": "The SDRAM descriptor fix was merged into the community NSS fork. The newer general initialization patch is still under review.",
        "tags": [
          "C",
          "OpenWrt",
          "Linux",
          "Hardware debugging"
        ],
        "links": [
          {
            "label": "Repository",
            "url": "https://github.com/Yongzhaooo/redmi-ax5400-nss"
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            "label": "Merged fix",
            "url": "https://github.com/kuncy7/openwrt-nss-edma/pull/1"
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        ],
        "subtitle": "Firmware fixes and network acceleration on real hardware"
      },
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        "approved_public": true,
        "name": "Indie Game Discovery Analytics",
        "subtitle": "Turning video recommendations into a searchable Steam research dashboard",
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        "stage": "Local demo",
        "art": "research",
        "art_label": "VIDEO EVIDENCE → GAME ID\nREVIEWS / RELEASES / TRENDS",
        "symbol": "▥",
        "summary": "A research pipeline that connects indie-game mentions in Bilibili videos to Steam products. It preserves timestamped subtitle evidence and compares release status, review scores, recent criticism and developer announcements.",
        "note": "The current snapshot maps 438 distinct Steam products across a 51-episode collection. Unresolved mappings and claims about fixed issues remain flagged for review.",
        "tags": [
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          "Data reconciliation",
          "Steam",
          "Evidence tracking"
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        "links": []
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        "approved_public": true,
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        "subtitle": "Developing and maintaining a community database for HIT graduates",
        "category": "Web application / Community",
        "stage": "Live service",
        "art": "network",
        "art_label": "SUBMIT → REVIEW → PUBLISH\nSTUDY-ABROAD OUTCOMES",
        "symbol": "↗",
        "summary": "A web application for collecting, reviewing and exploring study-abroad outcomes from Harbin Institute of Technology graduates. I develop and maintain the application, its submission workflow and VPS deployment.",
        "note": "Submissions are reviewed before publication. Public records omit private email addresses; moderation and attachments use separate access paths.",
        "tags": [
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          "SQLite",
          "Moderation",
          "VPS operations"
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        "links": [
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            "label": "Visit the casebook",
            "url": "https://run.cangming.fyi"
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        "approved_public": true,
        "name": "YC Skills",
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        "stage": "Public collection",
        "art": "agents",
        "art_label": "PLAN / IMPLEMENT / VERIFY\nREUSABLE AGENT WORKFLOWS",
        "symbol": "{}",
        "summary": "Reusable coding-agent workflows for planning, implementation, review and verification. The collection turns repeated development and maintenance tasks into instructions that can be inspected and reused.",
        "note": "Model-specific adaptations are preliminary; a systematic comparison across models is still pending.",
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          "Workflow design",
          "Verification"
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            "url": "https://github.com/Yongzhaooo/YC_skills"
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        "stage": "Master's thesis",
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        "symbol": "∫",
        "summary": "A CARLA-based prototype exploring out-of-distribution monitoring for YOLOv5s. The work studies hidden-layer feature distances and object detection behavior under controlled scenario changes.",
        "note": "A master's thesis and industry project with Volvo Cars. Public research scripts are available.",
        "tags": [
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          "CARLA",
          "OpenCV",
          "AI safety"
        ],
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            "url": "https://github.com/Yongzhaooo/Thesis-Enhancing-safety-in-AI-based-object-detection-for-autonomous-vehicles"
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        "title": "Agent workflows that can be checked",
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        "description": "Learning individual preferences while keeping scans intentional, proposed actions reviewable and file moves reversible."
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        "title": "System Design Engineer · Volvo Cars",
        "detail": "Via New Professional Minds · AD/ADAS Platform, Exterior Vision · Since Aug 2024"
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      {
        "title": "M.Sc. · Chalmers University of Technology",
        "detail": "Systems, Control and Mechatronics · 2022–2025"
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        "title": "B.Eng. · Harbin Institute of Technology",
        "detail": "Automation · 2017–2021"
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    "portrait": "portrait.jpg"
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