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Case studies

Projects that shipped, with the story.

Each entry is a written case study: the problem, the constraints, the decisions, and the outcome. No bullet points pretending to be a CV.

2025 – 2026

Smart Waste Classification System (SWCS)

An offline, edge-AI closed-loop waste sorter for small venues: YOLOv8 finds the object, MobileNetV3 classifies the material, a confidence gate decides, and dual Arduinos drive the servo that physically routes it.

Edge AIComputer VisionJetsonYOLORobotics

2026-Now

Live

Carboy

我最近在认真打磨一款新软件:Carboy。

All projects

7 from the CV

Every project on my CV, newest first. Those with a write-up link to their case study.

All projects from the CV, newest first
YearsProjectRoleBuilt withLinks
2025 – 2026Smart Waste Classification System (SWCS) — Final Year ProjectDesigned and built an offline edge-AI waste sorting prototype integrating computer vision, embedded inference and electromechanical control, connecting object sensing and classification with physical sorting.Solo final-year ECE capstone — design, model training, firmware, mechanics
  • Edge AI
  • Computer Vision
  • Jetson
  • YOLO
  • Robotics
Case study: Smart Waste Classification System (SWCS)
2024 – 2026WeGreen AI (wegreen.ltd)Focused on enhancing waste management efficiency by minimizing classification time. Planned to be finished in 2026.———
2023 – 2026Personal Portfolio & CV Management SystemDeveloped a high-performance, secure, and fully customizable personal landing page and CV builder.———
2023Project RAKU: AI Assistant Job Search SystemCreated an AI-powered job search chatbot integrating OpenAI's API for natural language queries.———
2022 – 2023Project GAIA: Design Data StructureFocused on designing an optimized NoSQL data structure for storing and retrieving non-structural geostatic data.———
2023Project EASILY-CV: CV GeneratorDeveloped an online CV generator as an open-source project, employing MongoDB Atlas for data storage, Next.js as the full-stack framework, and Docker on Linode for hosting.———
2023Project ASA: Cloud-based Robot Delivery Management SystemDeveloped a client-driven web application that enables users to design and manage delivery routes for both robotic and human couriers.———
  • 2025 – 2026Solo final-year ECE capstone — design, model training, firmware, mechanics

    Smart Waste Classification System (SWCS) — Final Year Project

    Designed and built an offline edge-AI waste sorting prototype integrating computer vision, embedded inference and electromechanical control, connecting object sensing and classification with physical sorting.

    • Edge AI
    • Computer Vision
    • Jetson
    • YOLO
    • Robotics
  • 2024 – 2026

    WeGreen AI (wegreen.ltd)

    Focused on enhancing waste management efficiency by minimizing classification time. Planned to be finished in 2026.

  • 2023 – 2026

    Personal Portfolio & CV Management System

    Developed a high-performance, secure, and fully customizable personal landing page and CV builder.

  • 2023

    Project RAKU: AI Assistant Job Search System

    Created an AI-powered job search chatbot integrating OpenAI's API for natural language queries.

  • 2022 – 2023

    Project GAIA: Design Data Structure

    Focused on designing an optimized NoSQL data structure for storing and retrieving non-structural geostatic data.

  • 2023

    Project EASILY-CV: CV Generator

    Developed an online CV generator as an open-source project, employing MongoDB Atlas for data storage, Next.js as the full-stack framework, and Docker on Linode for hosting.

  • 2023

    Project ASA: Cloud-based Robot Delivery Management System

    Developed a client-driven web application that enables users to design and manage delivery routes for both robotic and human couriers.

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