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Interests
Excel|SQL|Python|Tableau
Dare to see the potential of your data then profit to the next level.-
Data Analytics and Business Insights
SQL|Tableau|Python- Specialization in analyzing data and KPI. Transforms numerics and variables into presentations that pictures results and trends.
- Real-time interactive infographics. Data insights should be accessible anytime.
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Data Science and Machine Learning
Sci-kit Learn|Seaborn|TensorFlow- Feature engineering to the fullest. Unleash the potential of your data with prediction models and machine learning algorithms.
- Developing and administer the use cases of data science into strategic applications
Data Science
Projects
Hands-on activity that involves using data science techniques to solve a real-world problem.
Measured Broadband EDA, Evaluation and Segmentation
K-Means Clustering|Logistic RegressionCapture trends and insights by visualizing the variables and distribution of service providers, technology, tiers and KPI for broadband services in different states of Australia.
Applied multiple logistic regression to classify the connection as impaired or underperforming based on KPI. Determine the values of download speed, upload speed and latency to let individual test their connection if impaired or underperforming.
Implemented K-Means clustering to segment broadband services based on performance and variables.
Solar Energy Production Prediction
Logistic Growth|Linear Regression| SARIMAXApplied Seasonal Autoregressive Integrated Moving Average (SARIMA) to forecast 30 days kWh output trend in a solar cell energy production.
Utilized the concept of logistic growth to predict the duration of charging the solar cell system to 500 kWh given different average temperature per season.
Applied linear regression to predict the the kWh output based on temperature.
Medical Insurance Cost Prediction and Analysis
Linear Regression|Logistic RegressionCapturing trends and information by visualizing the data.
Formulating mathematical syntax in calculating the approximate insurance cost
Set an insurance cost expectation for being a smoker.
Data
Visualizations
Featured infographics for operations review, network development,
and tableau created projects.
