🎓 Master's in Computer Science & Bachelor's in Cognitive Science (Hons) — Universiti Malaysia Sarawak (UNIMAS) 🧠 Passionate about Artificial Intelligence, Deep Learning and Convolutional Neural Networks (CNNs) 📱 I build Flutter mobile apps, Laravel / Bootstrap websites, and Electron / Python desktop tools 🌐 Portfolio: lingsy.pages.dev 📍 Malaysia
- MSc in Computer Science (Coursework) — UNIMAS · 2024–2025
- BSc in Cognitive Science (Honours) — UNIMAS · 2021–2024
- Enhancing Dog Breed Classification with Feature Fusion of Pre‑trained CNNs and Traditional ML Classifiers — Master's project. Fuses deep features from pre‑trained CNNs with classical classifiers (e.g. logistic regression), reaching ~94.9% accuracy.
- Dog Breed Recognition Using Deep Learning — Final Year Project. Benchmarks AlexNet, GoogLeNet, InceptionV3, Inception‑ResNet and DenseNet across learning rates and dataset sizes.
- Stacking‑Ensemble Experiments — stacks multiple CNN backbones to push dog‑breed classification accuracy further.
- Trained CNN models and machine‑learning algorithms locally and on Kaggle / Google Colab.
Languages
Frameworks & Tools
Data / AI
Focus: Deep Learning · Convolutional Neural Networks (CNN) · Machine Learning
- ☕ Coffee Code — coffee‑shop ordering app (login → menu → product → cart → order) · 🔗 Demo · ⬇️ APK
- ⚖️ BMI Calculator — colour‑coded BMI calculator · 🔗 Demo · ⬇️ APK
- 🔥 Firebase Realtime CRUD — student‑records CRUD on Firebase Realtime Database · ⬇️ APK
- 🏥 Bro. Health — Laravel 10 appointment booking & scheduling with a role‑based admin dashboard
- 🎨 Web Programming Lab — multi‑page Bootstrap static website · 🔗 Demo
- 🎬 Cutline Studio — Windows multi‑clip video editor with timeline trim/split and FFmpeg export (Electron + Node.js)
- 📝 Chinese Subtitle Generator — local faster‑whisper CLI/GUI that generates
.srt/.vtt/.asssubtitles for long videos - 🔴 Douyin Live Recorder — Android app that monitors Douyin rooms and auto‑records when they go live
