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Kana Services
Data Scientist
June 23, 2026 – Present
fashion-product-recommendation
November 24, 2024 – November 25, 2024
Sistem Rekomendasi Produk Fashion menggunakan pendekatan Content Based Filtering dan Collaborative Filtering menggunakan Neural Collaborative Filtering.
View Projecteye-disease-classification
September 22, 2024 – June 13, 2025
Focuses on classifying eye diseases into four categories: normal, cataract, diabetic retinopathy, and glaucoma. Using a dataset of over 4,000 images, the model achieved an accuracy of 92%. The project involved data augmentation and fine-tuning techniques to improve model performance and ensure robustness.
View Projectdana-sentiment-analysis
July 29, 2024 – August 4, 2024
This project aims to design a deep learning model with certain schemes to analyze the sentiment of each user review which is then evaluated with predefined objectives.
View Projectlaundry-unit-testing
February 25, 2024 – May 18, 2024
The Laundry Unit Testing is a simple unit testing example to understand the basics of unit testing in Python.
View Projectsupply-chain-database
January 28, 2024 – April 29, 2024
Rancangan basis data rantai pasok kue kering menggunakan SQL Server.
View Projectkelola-data-siswa
March 21, 2023 – February 11, 2024
Simple website for managing student data using Laravel framework.
View ProjectCultural Fit Analysis
The candidate has a diverse set of personal projects, indicating a proactive and self-driven learning approach. However, the current experience level is listed as 0, and the single professional role is marked as current with a future start date (2026-06-23), which suggests a lack of real-world professional experience in the target role. This might impact immediate cultural fit within an established senior data science team requiring immediate impact.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The psychometric test score is 0, providing no insights.