YP

Work

  • Jan 2025 - Mar 2025
    Central Bureau of Statistics (CBS)
    Data Analyst
    Created data visualizations for tourism statistics, including star and non-star hotels, for the 'Provinsi Sulawesi Tenggara Dalam Angka 2025' publication.Led a team of four as Project Leader to develop a Reflex Python-based web application for the Employee Cooperative Deduction Management System.Designed and implemented interactive dashboards to streamline financial tracking and administrative oversight for BPS Southeast Sulawesi.Automated manual spreadsheet processes for employee cooperative deductions, improving efficiency and data accuracy.Utilized Reflex Python framework, PostgreSQL, and pandas for real-time data management and visualization in the web application.Integrated JWT-based authentication and role-based access controls to ensure secure system access for administrators.Enabled CSV import/export functionality to facilitate seamless data exchange and reporting for cooperative management.
  • Sep 2024 - Dec 2024
    Bangkit Academy
    ML Developer
    As a Machine Learning Cohort, Project Leader, and ML Developer during this program, I led a team of 7 developers, overseeing tasks, workflows, and project timelines to ensure smooth and successful product development. I also served as a Peer Tutor for the Crash Course on Python, where I mentored students in Python fundamentals and basic programming concepts. Additionally, I developed a Student Feedback Analysis system using a BERT multi-class model with TensorFlow, achieving 98% accuracy, and created an AI Recommendation System for teachers based on student feedback leveraging the Gemini API.
  • Jan 2024 - Feb 2024
    ID/X Partners x Rakamin Academy
    Data Science
    Modeling credit risk prediction with K-Nearest Neighbors (KNN) and get 89% acuration. Proficient in and capable of applying a range of skills and tools including Big Data Fundamentals, Statistics & Data Analytics, SQL Querying, R Programming, Python Programming, and Machine Learning. Executing end-to-end Machine Learning modeling to develop data science solutions for clients.