Full  stack  minded.  AI  dddddddddddrrrrrrrrrrriiiiiiiiiiivvvvvvvvvvveeeeeeeeeeennnnnnnnnnn...........

Face-swap (deepfake) detection research at the School of Computer Sciences, Penang.

• Developed a deep learning model for face-swap detection under faculty supervision.
• Curated datasets and ran training experiments on an NVIDIA A40 GPU server.
• Validated inference on a Raspberry Pi for edge deployment.
• Co-authored the findings in an academic research paper.

• Python
• Deep Learning
• Computer Vision
• Raspberry Pi

Project-based, remote: an internal community and finance app for Android and iOS.

• Built an app with two user roles across five modules: Profile, Worship, Communication, Donation and Syirkah.
• Integrated the backend and public REST APIs with BLoC state management.
• Delivered a consistent, responsive UX on Android and iOS from a single codebase.

• Flutter
• Dart
• BLoC
• REST API

Shipped full-stack web apps and REST APIs consumed across web and mobile — with Redis caching, Xendit/Brevo integrations, Dockerized deployments, and GitHub Actions CI/CD.

• Developed web applications with Laravel, Vue.js and NestJS, and REST APIs with FastAPI for the web and mobile teams.
• Added Redis caching, the Xendit payment gateway and Brevo transactional email.
• Administered Linux servers over SSH, containerised apps with Docker and set up GitHub Actions pipelines.

• Laravel
• Vue.js
• NestJS
• FastAPI
• Redis
• Docker
• GitHub Actions

Built ML models for cocoa classification and a RAG pipeline on open-source LLMs, deployed as FastAPI services integrated with IoT devices and consumed by web/mobile teams.

• Built machine learning models for cocoa classification and prediction.
• Developed a RAG pipeline on open-source LLMs, improving answer accuracy with prompt engineering.
• Deployed the models as FastAPI services integrated with IoT devices.

• Python
• TensorFlow
• FastAPI
• RAG
• IoT

Project-based: Islamic Kids, a native Android learning app for children.

• Built the app in Kotlin with interactive Lottie animations and child-friendly navigation.
• Consumed REST APIs with Retrofit 2 and OkHttp, with a Room database for offline access.
• Published the app to the Google Play Store and owned the release.

• Kotlin
• Retrofit
• Room
• Lottie

Built a generative-AI chatbot with RAG (text/speech/image-to-text) on Gemini, Llama, and Grok, plus n8n/Flowise automation workflows for data-entry tasks.

• Developed a generative AI chatbot with RAG for text, speech and image input on pre-trained LLMs.
• Built n8n and Flowise workflows that automate data entry.

• RAG
• LLM
• n8n
• Flowise

Part-time AI engineering programme.

• Led the team behind MuterBandung, an AI travel recommendation platform named a Top 20 capstone project (final score 95).
• Built the NLP recommendation engine, the FastAPI backend, the Next.js frontend and the PostgreSQL database.

• Next.js
• Flask
• FastAPI
• PostgreSQL
• LLM

Part-time contract.

• Ran the “Coaching Clinic” programme online and offline, lifting member participation by about 70%.
• Mentored members and spoke at or facilitated several IT workshops.

• Leadership
• Workshops
• Mentoring

• Organised discussion forums and coordinated events including IT FAIR.