My Name is Akbar Kanugraha.
Data Analyst | Data Scientist
A Marine Science graduate who transformed into a Data Analyst | Data Scientist professional with expertise in processing technical and scientific data.
Precision meets Scale.
Diving deep into data to uncover hidden patterns and optimize real-world processes.
Let's turn complex data into measurable business impact.
Selected Works
Transforming raw data into strategic assets.
Daegu Apartment Price Prediction
Developed an end-to-end ML pipeline using regression algorithms to predict unit prices based on internal and external features in Daegu City.
E-Commerce Customer Churn Prediction
An end-to-end machine learning system to predict potential customer churn early, allowing the business to optimize retention strategies and maximize revenue.
Airbnb Bangkok – Portfolio Optimization
Conducted a comprehensive audit of 15,000+ units using geospatial mapping (Folium) to shift budgets toward high-yield asset classes.
Stock Price Forecasting — StockSARIMA × Prophet
IDX stock price forecasting system using two time series models: SARIMA and Prophet, combined through a weighted ensemble for final predictions and trading signals.
CineWrap 2026 — Hybrid Movie Recommender
A hybrid movie recommendation system inspired by Netflix Wrapped, combining Collaborative Filtering (SVD), Content-Based Filtering, and Popularity signals.
Public Sentiment NLP – Reputational Risk
Engineered an NLP-based framework to monitor public sentiment and institutional discourse in real-time as an "Early Warning System" for potential crises.
CRM Optimization via RFM Segmentation
Audited customer transaction lifecycles and utilized RFM segmentation to identify re-engagement triggers and optimize retention.
Jabodetabek KRL Commuter Line Information System
A first Python CLI program that simulates the Jabodetabek KRL information system with Role-Based Access Control and a route recommendation algorithm.
About Me
Drivenbyaresearcher’sprecisionandadatascientist’scuriosity,IamaMarineSciencegraduate(GPA:3.68)turnedDataScientistwhobridgestechnicaldatawithstrategicgrowthbyengineeringML-poweredworkflowsthatdrivemeasurableROIandoperationalimpact.
Experience
Where I've Been
Purwadhika Digital School
Intensive Data Science & Machine Learning
BRIN
Research Intern
Focus on Workflow Automation & Spatial Data (Python)
Universitas Jenderal Soedirman
Bachelor of Marine Science
GPA: 3.68/4.00