Information Systems student at Universitas Dharma Andalas with a 3.88 GPA. Specializing in NLP, Deep Learning, and building intelligent predictive models.
I thrive on solving real-world challenges through code—from developing hoax detection systems during Bangkit Academy to researching tsunami evacuation prediction models for my final thesis.
A comprehensive overview of my technical proficiencies and professional capabilities
PT Dicoding Akademi Indonesia
Developed HOFE (Hoax Detection For Everyone), a Capstone project that utilized a Recurrent Neural Network (RNN) Machine Learning model to effectively detect hoaxes
Achieved 98% accuracy in hoax detection, demonstrating the model's high effectiveness in classifying information with minimal error
Completed the project with a team evaluation score of 93 and an individual score of 96.1, reflecting strong mastery of the subject matter
Graduated with the title Distinction Graduate, based on overall performance and evaluation results
Kampus Merdeka
Participated in the Independent Study Internship Program (MSIB) by Kampus Merdeka
Enhanced practical skills through real-world project experiences
Successfully completed and obtained certification for independent study
Hoax Detection For Everyone
Harness the power of AI to separate fact from fiction in real-time with HOFE. This innovative project empowers users to identify misinformation through advanced machine learning algorithms. By analyzing patterns in language and sources, HOFE provides actionable insights to enhance critical thinking in the digital age.
XGBoost-based Evacuation Location Prediction
A machine learning application that predicts suitable evacuation locations during tsunami events. This project uses an XGBoost algorithm to analyze elevation, distance to coast, area type, and capacity to determine optimal evacuation sites for Padang City.
Interactive Coastal Mapping Tool
An advanced geographical mapping application that enables users to collect and manage coordinate points along coastlines. Features include multiple selection modes (Box, Line, Polygon), real-time coordinate collection, location search with geocoding, statistics dashboard, and both database saving and JSON export capabilities. Built with Leaflet.js for interactive mapping and PHP for backend data processing.
Meeting Minutes Assistant
ADCA Notulen adalah asisten pencatatan rapat digital terintegrasi yang dirancang khusus untuk kebutuhan administrasi kampus. Sistem ini mengeliminasi pencatatan manual dengan fitur pengelolaan arsip terstruktur dan mesin pencari cepat untuk menemukan riwayat keputusan rapat secara instan. (Berkolaborasi dengan Cantika Chandra).
Sistem Pakar Gangguan Tidur
Platform tele-konsultasi psikologi modern yang dilengkapi dengan mesin sistem pakar (Expert System) mutakhir untuk mendeteksi berbagai gangguan tidur. Mengimplementasikan algoritma Forward Chaining kompleks untuk menalar puluhan gejala klinis pasien dan menghasilkan diagnosis akurat. (Berkolaborasi dengan Poppy Rahayu).
E-Commerce Toko Bangunan
Transformasi digital skala penuh untuk Toko Bangunan Dalil Profil berupa platform E-Commerce dan Sistem Informasi Manajemen. Menyajikan etalase katalog produk dinamis, pelacakan stok real-time, hingga otomatisasi rekapitulasi keuangan harian yang mengefisiensikan operasional bisnis. (Berkolaborasi dengan Septia Wulandari).
Deteksi Dini Kesehatan Mental
Terobosan sistem pakar cerdas (Smart Expert System) di bidang HealthTech untuk asesmen dan deteksi dini masalah kesehatan mental (stres, depresi, kecemasan). Ditenagai algoritma Fuzzy Logic Mamdani untuk memberikan presisi inferensi tinggi dan rekomendasi penanganan yang sesuai. (Berkolaborasi dengan Westi Bawarta).
I'm always open to discussing new opportunities, collaborations, or just having a chat about technology and innovation. Let's build something amazing together!
muhammaddq16@gmail.com
Let's connect professionally
Check out my projects
Follow my journey