I am an S.Kom. graduate who turns applied machine-learning research into dependable, user-facing products. My work includes HOFE for hoax detection, an XGBoost tsunami-evacuation predictor for Padang, and interactive coastal-mapping tools.
I combine practical Python and TensorFlow development with clear data workflows and thoughtful interfaces. The work is backed by Bangkit Academy completion and its Best Product Track Capstone, plus credentials in DeepLearning.AI TensorFlow Developer, Natural Language Processing, Dicoding MLOps, and Applied Machine Learning.
A comprehensive overview of my technical proficiencies and professional capabilities
Field record · 2024
Programs where research, collaboration, and practical machine learning became shipped work.
Machine learning program
Machine Learning Cohort · PT Dicoding Akademi Indonesia
Credential archive
Independent study internship
Certified Independent Study Internship (MSIB) · Kampus Merdeka
Credential archive
Selected systems · 2026
Research-led applications, practical ML systems, and tools built to solve real problems.
Technical Writing & Case Studies
A dedicated publication for the decisions, experiments, and lessons behind my projects—from early prototypes to production-ready systems.
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
An integrated digital meeting-minutes assistant built for university administration. It replaces manual note-taking with structured archival management and fast search for retrieving past meeting decisions. (In collaboration with Cantika Chandra.)
Sleep Disorder Expert System
A modern psychology teleconsultation platform with an expert system for detecting sleep disorders. It applies Forward Chaining to reason across clinical symptoms and provide accurate diagnostic guidance. (In collaboration with Poppy Rahayu.)
Construction Supply Cashier & POS System
A web-based cashier and Point of Sale system for Dalil Profil that centralizes sales transactions, product records, inventory monitoring, and automated daily financial summaries for more efficient store operations. (In collaboration with Septia Wulandari.)
Early Mental Health Screening
A HealthTech expert system for assessing and screening mental health concerns, including stress, depression, and anxiety. Powered by Mamdani Fuzzy Logic for precise inference and relevant support recommendations. (In collaboration with 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
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