Andika Mahendra Irawan Email and Phone Number

● Good ability to manage data-driven projects.● Skills in using data visualization tools such as Grafana.● Real-world experience in working in a team and communicating effectively.

Machine Learning ResearchMethods• Dataset collection from API sources and web scraping.• Text preprocessing includes lower casing, punctuation removal, stopwords, URLs, and stemming.• Model development using Random Forest and SVM algorithms.• Model Evaluation Using evaluation metrics such as accuracy, precision, recall, and F1-score.• Model Optimization Applying hyperparameter tuning techniques to improve model performance.Programming Languages ​​and Tools• The platform used is Google Colab for development and experimentation.• The language used is Python, for model development and data analysis.• Using libraries such as NumPy, pandas, seaborn, Sastrawi, and Stopwords.• Data Visualization using matplotlib and seaborn for data visualization and model results.

●Assist Data Entry and input data from census activities into the BPS database system accurately, check data conformity, manage and organize data, and use software such as Microsoft Excel and SPSS for data validation.●Census Officers who collect field data by visiting residents, helping them fill out census questionnaires, ensuring data collection follows procedures, and reporting progress and obstacles encountered to superiors.