Engineering Human-in-the-Loop Workflows & Context-Aware Systems
AI is analyzing your overall score…
Identifying your key strengths…
Evaluating your skill match against the job requirements…
Assessing your cultural and operational fit
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.