Case studies
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
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.
Every project on my CV, newest first. Those with a write-up link to their case study.
| Years | Project | Role | Built with | Links |
|---|---|---|---|---|
| 2025 – 2026 | Smart 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 |
| Case study: Smart Waste Classification System (SWCS) |
| 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 SystemDeveloped a high-performance, secure, and fully customizable personal landing page and CV builder. | — | — | — |
| 2023 | Project RAKU: AI Assistant Job Search SystemCreated an AI-powered job search chatbot integrating OpenAI's API for natural language queries. | — | — | — |
| 2022 – 2023 | Project GAIA: Design Data StructureFocused on designing an optimized NoSQL data structure for storing and retrieving non-structural geostatic data. | — | — | — |
| 2023 | Project 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. | — | — | — |
| 2023 | Project 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. | — | — | — |
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.
Focused on enhancing waste management efficiency by minimizing classification time. Planned to be finished in 2026.
Developed a high-performance, secure, and fully customizable personal landing page and CV builder.
Created an AI-powered job search chatbot integrating OpenAI's API for natural language queries.
Focused on designing an optimized NoSQL data structure for storing and retrieving non-structural geostatic data.
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.
Developed a client-driven web application that enables users to design and manage delivery routes for both robotic and human couriers.