Hi There! I'm Karinda Amelia

Data Analyst and Business Intelligence

I specialize in helping companies and researchers analyze and visualize their datasets. I excel in data visualization.
If you're looking for guidance on presenting your results or building complex interactive charts, I'm the expert you're seeking

Get Started

Data Analyst and Business Intelligence

A results-driven Data Analyst and Business Intelligence who transforms complex datasets into actionable business insights through advanced analytics and visualization techniques.

Leveraging expertise in SQL, Python, and Power BI to analyze large-scale data and develop automated reporting solutions, while maintaining strong version control practices through Git. Proficient in statistical analysis, data modeling, and ETL processes to deliver scalable solutions that drive business growth and operational efficiency.

Resume

Skill

Reflects a combination of technical and soft skills that support the development of effective and innovative solutions.

Portfolio

Showcases various projects and works that reflect experience and expertise using different tools.

Development of a Web-Based Clustering Application Using K-Means and K-Medoids Algorithms with Silhouette Coefficient Optimization

Data Mining, Clustering, K-Means, K-Medoids, Silhouette Coefficient, Silhouette Score, Streamlit, Python

Customer Churn Prediction in the Telecom Industry A Machine Learning Approach with SMOTEENN and Hyperparameter Optimization

Predictive Analytics, EDA, SMOTEENN, Classification, Random Forest, SVM, Logistic Regression, KNN, Decision Tree, AdaBoost, XGBoost, LDA, QDA, Gradient Boosting, GridSearchCV, RandomizedSearchCV

Strategic HR Analytics: Machine Learning and Dashboard Solutions for Employee Retention

Business Problem, Machine Learning, Python, Predictive Analytics, Tableau, Random Forest, SVM, Logistic Regression, KNN, Decision Tree, AdaBoost, XGBoost, LDA, QDA, Gradient Boosting, SMOTEENN, GridSearchCV, RandomizedSearchCV

Movie Recommendation System Using Machine Learning Content-Based and Collaborative Filtering Approach

Recommendation System, Content-Based Filtering, Collaborative Filtering, Data Wrangling, TF-IDF, Cosine Similarity, Python

Student Dropout Prediction System ML-Powered Analytics and Early Intervention Dashboard

Predictive analytics, Machine Learning, Dashboard, Python, Streamlit, Tableau, Random Forest, Logistic Regression, AdaBoost, Linear Discriminant Analysis (LDA), Quadratic Discriminant Analysis (QDA), GridSearchCV

Sentiment Analysis on Shopee App Reviews from Google Play Store using SVM and MLP Classifiers

Machine Learning, Deep Learning, Sentiment Analysis, NLP, Scraping, Text Preprocessing, Feature Extraction, TF-IDF, Bag of Words (BoW), Support Vector Machine (SVM), Multi Layer Perceptron (MLP)

Uncovering Insights from Bike Rental Patterns: A Data-Driven Exploration

Python, Streamlit, Exploratory Data Analysis (EDA), Data Visualization, Business Insights

Blooming with AI: Deep Learning for Flower Image Classification

Deep Learning, Image Classification, Image Preprocessing, Convolutional Neural Network (CNN), MobileNetV2, Tensorflow

An Integrated Approach to Clustering and Classification Using K-Means, KNN, and SVM with Hyperparameter Tuning

Data Mining, Clustering, Classification, K-Means, K-Nearest Neighbors (KNN), Support Vector Machine (SVM), GridSearchCV

Interactive Superstore Sales Dashboard for Marketing Insights

Data Visualization, Microsoft Excel, Dashboard, Pivot Table, Pivot Chart

Education & Certification

Highlights academic background and certifications that enhance expertise and professional credibility.

Sriwijaya University

Bachelor Degree in Informatics Engineering, Computer Science
Undergraduate Thesis : Measuring Clustering Performance Using K-Means and K-Medoids Algorithms with Silhouette Coefficient Optimization
GPA 3.92/4.00

Google Data Analytics Professional Certificate

Data Analytics, Data wrangling, Exploratory Data Analysis (EDA), Spreadsheet, SQL, R, Tableau, Data-Driven Decision Making, Business Communication, Stakeholder Reporting

AI Engineer (Machine Learning & Data Science) by Lintasarta, NVIDIA, and Dicoding

Artificial Intelligence, Machine Learning, Deep Learning, Data Science, Python, Supervised & Unsupervised Learning, Natural Language Processing (NLP), Tensorflow, Data Wrangling, Hyperparameter Tuning, System Recommendation, Data Visualization

Microsoft Power BI Data Analyst Professional Certificate

Microsoft PowerBI, Extract, Transform, ETL, Power Query, Data Modeling, Data Analysis Expressions (DAX), Data Visualization

Google Advanced Data Analytics Professional Certificate

Advanced Data Analytics, Statistical Analysis, Predictive Modeling, Data Wrangling, Exploratory Data Analysis (EDA), Machine Learning, Python, Data-Driven Decision Making, Business Insights, Stakeholder Communication

Google Business Intelligence Professional Certificate

Business Intelligence, Business Metrics, Dashboard, Key Performance Indicators (KPIs), Data Pipelines, Business Analytics, Stakeholder Communications, ETL, Data-Driven Decision-Making

Front End Engineering by Ruangguru

Front-End Development, HTML5, CSS3, JavaScript (ES6+), Responsive Web Design, Tailwind CSS, DOM Manipulation, React.js, Node.js, RESTful API, Netlify, Firebase, Git, GitHub

Machine Learning by Kaggle

Machine Learning, Python Programming, Supervised Learning, Unsupervised Learning, Data Wrangling, Exploratory Data Analysis (EDA)

Call to Action

Looking for a data-driven solution or collaboration? With expertise in analytics and technology development, I am eager to contribute to impactful projects.
Feel free to connect via email or LinkedIn to explore potential opportunities.