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automated-reservoir-quality-prediction

This project contains machine learning solution to automate reservoir quality prediction process. It's our team submission when joining hackathon held by Schlumberger.

biofarma-mit-hackathon

This repository contains my team's submission for Hackathon held by Biofarma x MIT. In summary, we proposed to create two additional features in Medverse (application created by Biofarma). They are Gen-AI Powered Nutritionist and Medquest, game to trigger user to maintain healthy lifestyle.

bpjs-management-dashboard

This project is my team submission for BPJS (Indonesia Health Insurance) data visualization hackathon. We created Management Dashboard with Power BI as consideration for their next strategic planning.

customer-satisfaction-dashboard

financial-challenge-churn-prediction

This is a challenge from BRI (Bank Rakyat Indonesia) and Sharing Vision. The objective of this challenge is predict whether a customer will churn or not, from a hundred of encoded features

fraud-detection-bpjs

google-digital-entrepreneurship

This is summary of digital entrepreneurship by using google mybusiness. The material is useful for small to medium enterprise which want their business easier to be found in the internet.

grab-hackathon

hackathon-fekdi-buyung-squad

contains our team submission for Hackathon Bank Indonesia. Problem that we want to solve is the unfairness of fish price. In summary, we propose to (1) using geospatial ML when to decide the next location of cold storage (2) build app to help fish auction decide the fair price and monitor the recommended storage location based on stock management

human_resource_attrition_analytics

High turn over employee must be prevented. Every company need to analyze their human resource data to know better, which employee has higher probability to resign. This is the app prototype (made by Python streamlit) to answer that needs.

instructor_generasi_gigih_by_goto

key_performance_indicator

This topic is often underestimated. But people often don't really know when they are asked "What kind of KPI that suitable for this case and that case? How to calculate it?". Read the answer in this repository

market_segmentation_kmeans_and_rfm

microsoft-open-ai-workshop

This repository contains information (data, instructions for the workshop, and reference material) related to Setting up your first AI project using Azure AI Studio breakout session conducted at the Microsoft AI build breakout events.

ministry_of_finance_hackathon

rakamin_academy_tutor

shipper_and_aws_hackathon

Put-away is one of the most crucial process in supply chain. If we misplace the goods, all of the rest process could be potentially delayed. That's why we choose this process to be improved by multiclassification machine learning model and dashboarding with AWS.

spatial_analytics

strategic-planning-dashboard-disney

supply_chain_analytics

time-series-forecasting-with-prophet

Predict cash that should be allocated to ATM is crucial. If the ATM is lack of money, customer couldn't get the cash they need then customer satisfaction will decrease. With prophet, model created by Facebook data team, we could conduct time series forecasting to decide amount of money needed.

tutor_digitalent_by_kemenkominfo

united-nation-hackathon

UN held hackathon that encourage participant develop idea using Data Science to address Global Challenges and help achieve Sustainable Development Goals. Our team submission is creating dengue vulnerability map by create unsupervised machine learning model

whatsapp-chatbot

In this project, our objective is create a reading challenge to encourage more people to do read-aloud for their children. To achieve this, I develop a chatbot that will provide info about read-aloud, give a score for every read-aloud activity, and send reminder to do read-aloud every day. Then I got the data from google bigquery to know the winner