I am a final-year Informatics Engineering student at State Polytechnic of Malang, with a strong focus on Computer Vision and Machine Learning. I have hands-on experience in full-stack web development and AI model implementation.
A brief overview of my educational background:
A brief summary of my professional experience:
A selection of projects I have worked on:
An experimental machine learning pipeline designed to recognize both macro and micro facial expressions. The macro-expression model is trained on the FERPlus dataset, while the micro-expression model leverages the CAS(ME)³ database to capture highly subtle facial features. This research utilizes PyTorch and RAFT optical flow architectures to analyze temporal facial movements. A lightweight PySide6 dashboard was also developed for local result visualization and model testing.
A full-stack Human Resource Information System (HRIS) for centralized management of employee data, attendance, and leave. Built with a robust Laravel backend API and a responsive Next.js frontend.
A Flutter-based mobile application that provides eyewear recommendations tailored to users' face shapes. It features a custom machine learning classification model integrated with a Flask backend.
A web-based platform for managing neighborhood community data, activities, and resident contributions. It includes a Decision Support System (DSS) to objectively determine appropriate contribution amounts.
A web-based application designed for reporting and managing university student disciplinary violations.
Technologies and tools I frequently work with:
JavaScript
Django
Laravel
MySQL
PostgreSQL
Bootstrap
Tailwind CSS
Python
OpenCV
TensorFlow
PyTorch
What's next? Feel free to reach out if you're looking for a developer, have a question, or simply want to connect.
ahmadmumtazhrs@gmail.com
+6287822742996