Sistem Rekomendasi Buku Menggunakan Machine Learning
Sebuah aplikasi berbasis web yang memanfaatkan algoritma collaborative filtering untuk merekomendasikan buku sesuai preferensi pengguna.
About Me
Hello! Iām Rifa Amril Sahputra, a passionate student of Teknik Informatika at Universitas Malikussaleh. I have a solid foundation in computer science, software engineering, and data analytics. I am proficient in programming languages such as Python, Dart, and JavaScript, and experienced in developing applications using various modern frameworks and libraries.
On the backend side, I have worked extensively with frameworks including Flask, Django, Express.js, and Laravel, enabling me to build robust, scalable, and secure web APIs and services. For machine learning and data science projects, I utilize popular Python libraries such as scikit-learn, TensorFlow, PyTorch, and Pandas to develop predictive models and data processing pipelines.
My frontend expertise includes working with modern JavaScript frameworks like React and Vue.js, while for mobile development, I am skilled in Dart with Flutter to create native Android applications with seamless user experiences.
- Data Science & Machine Learning: Building and optimizing predictive models using advanced algorithms and libraries, as well as processing and visualizing data for actionable insights.
- Backend Development: Designing and implementing RESTful APIs and microservices using Flask, Django, Express.js, and Laravel frameworks.
- Frontend Development: Creating responsive, user-friendly web applications with React and Vue.js.
- Mobile Development: Developing native mobile apps using Dart and Flutter with focus on performance and usability.
- Software Engineering Practices: Applying clean code principles, version control, testing, and agile methodologies to deliver high-quality software solutions.
- Team Collaboration: Effective communication and collaboration in agile teams to solve complex problems and deliver innovative projects.
I am committed to continuous learning and staying updated with evolving technologies. I actively contribute to open-source projects, write technical articles, and participate in developer communities to share knowledge and grow professionally.
My passion is leveraging technology to develop impactful solutions ā automating workflows, building intelligent systems, and creating applications that enhance everyday life. I look forward to collaborating on challenging projects that push innovation forward and contribute to a smarter, data-driven future.
If you want to connect, discuss opportunities, or simply exchange ideas, feel free to reach out ā Iām always open to new collaborations and conversations.
Proyek Unggulan
Aplikasi Mobile Boardify untuk Manajemen Tugas Skripsi
Aplikasi mobile native berbasis Flutter yang membantu mahasiswa dan dosen mengelola bimbingan dan revisi skripsi secara efisien.
Dashboard Monitoring Penjualan dan Pelanggan
Dashboard interaktif yang menampilkan analisis data penjualan dan perilaku pelanggan dengan visualisasi menggunakan React dan D3.js.
API Backend untuk E-commerce dengan Django REST Framework
Membangun RESTful API yang scalable dan aman untuk aplikasi e-commerce menggunakan Django dan Django REST Framework.
Deteksi Depresi Melalui Analisis Fitur Wajah
Model machine learning yang menganalisis ekspresi wajah dan dinamika kepala untuk mendeteksi gejala depresi secara otomatis dan akurat.
Prediksi Harga Cryptocurrency Menggunakan Time Series
Sistem prediksi harga crypto yang memanfaatkan model time series dan deep learning untuk membantu pengambilan keputusan investasi.
Penentuan Penugasan Hakim Sidang dengan Machine Learning
Model klasifikasi yang memprediksi penugasan hakim sidang berdasarkan jenis perkara dan data historis, membantu efisiensi proses pengadilan.
Chatbot AI untuk Layanan Pelanggan
Mengembangkan chatbot berbasis NLP menggunakan Python dan framework TensorFlow untuk meningkatkan pengalaman layanan pelanggan secara otomatis dan responsif.
Platform E-learning Interaktif
Membangun platform pembelajaran online dengan fitur interaktif, kuis, dan video streaming menggunakan Laravel dan Vue.js.
Sistem Deteksi Anomali untuk Keamanan Jaringan
Sistem berbasis machine learning yang memonitor trafik jaringan untuk mendeteksi dan mencegah aktivitas mencurigakan secara real-time.
Automasi Pengolahan Dokumen dengan OCR dan NLP
Mengembangkan sistem automasi pengolahan dokumen menggunakan OCR dan teknik NLP untuk ekstraksi data secara efisien dan akurat.
Tulisan Blog
Segera hadir. Saya sedang menyiapkan beberapa artikel menarik seputar data science dan teknologi.
Get In Touch
I'm currently available for new projects and collaborations. If you have an idea you'd like to discuss, or just want to say hello, feel free to reach out!
