March 2024 to 2027
Bachelor of Software Engineering
Universiti Tun Hussein Onn Malaysia
Coursework includes machine learning, data science, software testing, and human computer interaction.
Final-year software engineering student.
Hi! I'm Nabil. I build mobile and web apps, a few with AI models working inside them. What excites me most is using AI to take over the tedious work people still do by hand, and I'm looking for an internship where I can dig deeper and ship more.
Final-year projectNot live or public yet
ForgeRoom
Photograph a room, describe what you need, and get back a plan you can act on.
The problem
Students in rented rooms and first-time homeowners want a space that works. Design tools assume a budget, a floor plan, and vocabulary they don't have.
How it works
A photo, a description, the room's dimensions, and a chosen style go in. A vision model reads the room, an LLM reasons about it, and back comes a layout, a colour palette, and real furniture with prices in ringgit.
What I was careful about
The furniture catalogue is someone else's service, so it will fail eventually. When it does, the plan still renders and product lookup falls back to cached samples. The user sees a design, not an error page.
Where it stands
A working Android app on a live API, built as five modules against the objectives I set in Chapter 1 of my PSM.
- Mobile
- Flutter, Dart, Provider
- Backend
- Node.js, Express, MongoDB Atlas, JWT
- AI
- GPT-4o vision, Claude
Personal projectLive and public
AI Resume Analyzer
Upload a resume, get a score that shows its working and rewrites you can use.
The problem
Resume feedback is hard to get. Articles are generic, advisers are slow or cost money, and chat tools return a different score every time you ask, then an error when they fail.
How it works
The file is extracted in memory and never written to disk. A model rates six weighted dimensions inside a strict JSON schema. The score itself is computed in code, so the same resume always gets the same number.
What I was careful about
Every failure I could provoke ends in a report rather than an error page: wrong file type, a scanned PDF with no text layer, a missing key, a timeout, malformed output. Zod validates the answer and the pipeline retries once before falling back to rules.
Where it stands
Deployed and running. 559 tests pass in CI on every push to main, and all 12 resumes in the eval set land in their expected score band.
- Full stack
- Next.js, React, TypeScript, Tailwind, shadcn/ui
- AI
- NVIDIA Nemotron, Anthropic Claude, Zod
- Tests & CI
- Vitest, GitHub Actions
Skills
Every skill here is backed by something on this page. No bars, no percentages, nothing I've only read about.
Languages
# Strongest first.
- Dart
- JavaScript
- TypeScript
- Java
- C#
- SQL
Mobile
# Where most of my recent hours went.
- Flutter
- Provider
- Material Design
- Android SDK
Web
# Page through to API route.
- Next.js
- React
- Tailwind CSS
Services and data
# The part underneath.
- Node.js
- Express
- MongoDB
- JWT auth
- REST design
- SQL Server
Models as components
# Used with a plan for failure.
- GPT-4o vision
- Claude
- Nemotron
- Structured output
- Zod
- Fallbacks
Everyday kit
# Nothing exotic.
- Git
- GitHub Actions
- VS Code
- Android Studio
- Postman
- Vitest
- Railway
Languages I speak
- Malay (native)
- English (professional)
Experience
Aug 2026 to Oct 2026
AI Resume Analyzer
Personal project
Designed, built, tested and deployed on my own: a Next.js app with a constrained model pipeline on NVIDIA Nemotron or Claude, scoring in code, validated output, and a rule-based fallback. 559 tests run in CI, and a twelve-resume eval set checks that the scores land where they should.
Internship Tracker
Personal project
A web app for tracking internship applications from saved through to offer, with a Kanban board, calendar view and analytics dashboard.
Try it liveMay 2026
National Deep Tech Challenge 2026
Universiti Malaya Centre of Innovation and Enterprise (UMCIE)
With a team of five, built NutriScan Clinical in 24 hours: nurses photograph a patient's meal tray before and after, and a vision model flags anyone who ate under half.
Participated
View the team's repo on GitHubForgeRoom
Final-year project
Scope and requirements in Chapter 1, then the Flutter client, the Express API, the model pipeline, and alpha testing.
2024 to 2025
Coursework foundations
UTHM
Object-oriented programming in Java, database systems, and web development on the .NET stack.
Dec 2022 to Feb 2024
Clinic Assistant
Remedic Clinic Jitra (Zip-Zip Group of Companies), Jitra, Kedah
Patient registration, medical records, billing and stock. I also learned what the medicines we dispensed were for and how to assist with procedures.
Dec 2021 to Oct 2022
Resident Technician
Zpeed Solutions Sdn Bhd, Perak
Looked after campus IT infrastructure and wireless access points, closed support tickets against SLA targets, and wrote the monthly and quarterly incident reports.
Aug 2021 to Nov 2021
IT Support Intern
Zpeed Solutions Sdn Bhd, Perak
Where I started at Zpeed, before staying on as a resident technician.
Jun 2018 to Feb 2022
Diploma in Computer Engineering
Universiti Malaysia Perlis (UniMAP)
Let's talk about an internship
I'm looking for a software engineering internship in Malaysia, on-site or hybrid. Send a message and I'll reply within a couple of days.