Data Scientist, Data Engineer
Based in Semarang, Indonesia
I have a genuine enthusiasm for acquiring knowledge and actively sharing it with others. I have one year of work experience as a data scientist, and I possess the ability to create documentation for the code I develop. Additionally, I am skilled at explaining code to non-technical individuals, as I have experience teaching at two different places, also have experience in A/B testing, I have also created a customer segmentation dashboard model and created a churn prediction model that successfully helps in analyzing and preventing customers from stopping using our services, and developed a chatbot model that is useful in facilitating customer service to respond to customers more efficiently.
Customer Churn Prediction - My Intership Project End to End From Scratch
Pull and process raw data from the database, create a new data table at the customer level from raw data, make customer behaviour, demographics and product journey analysis, make customer segmentation from insight gathered, and make customer churn modeling to predict customers who will churn...
Dog Breeds Image Classification With Deep Learning
Build a machine learning model that can classify dog breeds by image given, this model can classify 120 dog breeds
Flight Price Prediction With Model Deployment
Analysis flight price dataset and build model to predict the flight price, then deploy model to web app with flask
End to end Time Series Buldozzer Price Prediction
Build a model that can predict Buldozzer Price by Datetime
ADS A/B Testing
Conduct A/B Testing on ads data set to find out the level of effectiveness of new ads compared to old ads, and to find out whether it is worth it to switch to new ads, whether changing to new ads really provides benefits
House Sales Forecast deployment with Flask
Build a house sales predict weeb app use python flask
Heart Disease Analyst & Prediction
Performing heart disease analysis to identify factors influencing heart disease and make predictions.
CIA Country Analysis & Clustering
Conducting analysis on the CIA Country dataset and performing clustering.
Web Scraping and Article Rewriting
This Python code is used to scrape data from the website aibusiness.com. It includes functions for text cleaning and manipulation, as well as using the OpenAI model to rewrite articles in Indonesian.
End to End Nyc Taxi Data Engineering Batch Etl and Analysis With Google Cloud Platform
Leveraging the power of GCP, the NY Taxi Data Engineering Batch ETL and Analysis project aims to transform massive amounts of raw taxi trip data into valuable insights.
Bitcoin Time series forecasting
Make a Deep Learning model to predict bitcoin price using TensorFlow.