CV

Education

• S-1 in Matematika, Institute Technology Sepuluh Nopember, Surabaya, Indonesia (Expected: August 2026)
  • GPA: 3.20/4.00 (59 SKS)
• SMA, IPA, Banyuwangi, Indonesia (July 2020 - July 2022)

Projects

• Transformer-based Machine Translation from English to Indonesian
  • Re-implemented the Transformer architecture as described in “Attention is All You Need” and trained on the Opus-100 dataset with 1 million sentence pairs using PyTorch, setting up distributed training across multiple GPUs for efficiency.
  • GitHub Repository

Cyberbullying Detection

Developed a machine learning model to detect cyberbullying, employing end-to-end machine learning practices including distributed computing, data versioning, model versioning, and distributed dataset on the Google Cloud Platform. Deployed as a REST API using FastAPI.

• GitHub Repository

ImageToTextElection

Image-to-text model for extracting numerical results from election forms collected from various polling stations (TPS).

• GitHub Repository

Weather Forecasting

Developed a machine learning model to provide accurate weather predictions to support planning and scheduling for the relocation project of the capital city of Indonesia from Jakarta to East Kalimantan.

• GitHub Repository

Fake News Detection

Employed Convolutional Neural Networks (CNN) and Recurrent Neural Networks (RNN), incorporating three types of embeddings (token, character, and feature), for automatic detection of fake news.

• GitHub Repository

News App

A news application integrating the Public API NewsData.io with features such as Bookmark, Find News, Category News, Headline News, and International News. Includes Login and Signup features using Firebase Auth.

• GitHub Repository

Movie App

A movie recommendation application integrating the Public API IMDB with features such as Popular Movies, Upcoming Movies, and Movie Details.

• GitHub Repository

Certifications

• Udemy: The Complete Git Guide: Understand and Master Git and Github (January 2024 - February 2024)
• Udemy: Master Deep Learning for Computer Vision in Tensorflow (September 2023 - January 2024)
• Udemy: The Complete Android 14 Developer Course - Build 100 Apps (October 2023 - February 2024)
• Dicoding: Belajar Membuat Aplikasi Android untuk Pemula (November 2023)
• Dicoding: Memulai Pemrograman dengan Kotlin (November 2023)
• Udemy: Feature Engineering for Machine Learning (March 2023 - May 2023)
• Udemy: Feature Selection for Machine Learning (May 2023 - August 2023)
• Udemy: Tensorflow Developer Course (April 2023 - August 2023)
• Udemy: Python for Data Science and Machine Learning Bootcamp (January 2023 - July 2023)

Skills

Advanced Algorithms

Leverage Natural Language Processing (NLP) and Computer Vision to tackle complex problems.

Performance Optimization

Fine-tune models with TensorFlow, Keras, and scikit-learn for peak efficiency.

Data Mastery

Extract valuable insights from data using Pandas, NumPy, and visualization tools (Seaborn & Matplotlib).

Full-Stack Development

Design, develop, and deploy end-to-end ML pipelines in the cloud (GCP) with distributed computing power (Dask).

Automation Champion

Streamline workflows with MLflow for efficient machine learning lifecycle management. Implement robust version control with Git and DVC for project stability and reproducibility. Utilize Docker for seamless deployment of ML models.

Lifelong Learner

Continuously explore cutting-edge advancements in machine learning through research and collaboration.