Rifka Alya Damayanti

Statistics Undergraduate / Data Analyst based in Yogyakarta, Indonesia.

I'm Rifka — a final year Statistics student at Universitas Gadjah Mada with interests in Data Analytics, Machine Learning, and Deep Learning. I have experience in teaching assistance, organizational leadership, and AI engineering programs. Through academic activities, competitions, and organizational experiences, I have developed analytical thinking, teamwork, communication, and problem-solving skills. Aspiring to grow in Data Analytics and AI-related roles.

Experiences

  • Selected as an AI Engineer participant in Coding Camp by DBS Foundation. Develop end-to-end machine learning and computer vision projects, build AI-powered applications, and strengthen expertise in model development, deployment, and data-driven problem solving using modern AI technologies.

  • Assist lecturers in delivering forecasting courses for 50+ undergraduate students. Prepare practical sessions covering ARIMA, SARIMA, exponential smoothing, and LSTM-based forecasting, evaluate assignments, and provide academic mentoring throughout the semester.

  • Supported administrative operations through customer data management, validation, and reporting. Assisted in cleaning and organizing datasets, maintained data accuracy, and prepared operational reports while improving analytical and spreadsheet skills.

Education

  • Current GPA 3.64/4.00. Focused on Data Analytics, Artificial Intelligence, Machine Learning, Statistical Modeling, and Data Handling. Actively involved as a Teaching Assistant for Forecasting Methods, AI Engineer Cohort at Coding Camp by DBS Foundation, HIMASTA UGM, and StudentsXCEOs Yogyakarta.

  • Completed the Science (MIPA) curriculum with a strong foundation in mathematics, statistics, and scientific reasoning. Active in the Student Council (OSIS) Environmental Division, achieved 3rd Place in the UNS Science Fair Competition (SFCC) 2022, and participated in the Central Java Provincial Physics Olympiad (OSN) 2022.

Additional Experiences

  • Managed budgeting, financial planning, and fundraising initiatives for organizational programs. Maintained financial records and reporting, collaborated with external partners, and supported the execution of events through effective financial management.

  • Oversaw social and community development initiatives, coordinated organization-wide programs with executive members, and ensured alignment with HIMASTA's mission and annual objectives.

Recognitions

  • 3rd Place — Statistics Essay Competition

    GAMMAFEST, IPB University

  • The Most Creative Idea Award

    GAMMAFEST, IPB University

  • 3rd Place — Statistics Essay Competition

    ARSEN, Universitas Airlangga

Certifications

  • Advanced Deep Learning Project Development

    Dicoding Indonesia·Deep Learning

    Jun 2026 View
  • Deep Learning Fundamentals

    Coding Camp powered by DBS Foundation·Deep Learning

    Apr 2026 View
  • Introduction to Machine Learning

    Coding Camp powered by DBS Foundation·Machine Learning

    Apr 2026 View
  • Getting Started with Python Programming

    Coding Camp powered by DBS Foundation·Python Programming

    Mar 2026 View
  • Programming Logic (Programming Logic 101)

    Coding Camp powered by DBS Foundation·Programming Fundamentals

    Feb 2026 View
  • Fundamentals of Software Development

    Coding Camp powered by DBS Foundation·Software Development

    Feb 2026 View
  • Python Essentials 1

    Cisco Networking Academy·Python Programming

    Oct 2025 View

Skills

Programming

Python92%
R Programming90%
SQL82%
JavaScript60%

Machine Learning & AI

Machine Learning90%
Deep Learning87%
Computer Vision84%
TensorFlow / Keras87%

Statistics & Analytics

Statistical Modeling90%
Time Series Forecasting90%
Data Analysis92%
Data Visualization90%
Feature Engineering86%
Dashboard Development88%
Model Evaluation88%
Tools & Technologies
PandasNumPyScikit-learnTensorFlowKerasOpenCVMediaPipeMatplotlibSeabornTableauLooker StudioGitGitHubStreamlitJupyter NotebookGoogle ColabVS Code

Projects

Get in touch with me