Hi! My name is Fakhrie

Data Scientist, Web & Mobile Dev @Bandung, West Java

Fakhrie Nabil
About Fakhrie

I'm an Information Systems graduate from UNIKOM with a GPA of 3.9, my academic journey and hands-on projects have given me experience in building web applications, managing large-scale data, and applying machine learning for practical solutions.

Beyond technical skills, I also enjoy collaborating in teams, learning from challenges, and contributing to projects that create meaningful impact. I'm eager to keep growing and exploring how technology and data can shape better solutions for the future.

Technical Skills

Full-stack Application Development

Data Science

Experiences

Data Scientist

Intern @Braincore.id

Mar 2024 - Aug 2024

Collaborated on developing an Aspect-Based Sentiment Analysis model using SetFit on Indonesian restaurant reviews and created a Tableau dashboard for Jakarta MRT data to generate insights for improving public transportation.

Web Developer & Data Processor

Intern @LLDIKTI Region IV

Feb 2024 - Jun 2024

Developed a web-based e-archive and data dashboard using Laravel to manage over 35,000 lecturer records while supporting academic data validation across West Java and Banten.

Machine Learning Engineer

Apprenticeship @Braincore x Kerjago

Oct 2023 - Dec 2023

Led a team project to develop a job portal integrating multi-platform job data with user-based recommendations, featuring efficient data scraping, accurate matching, and deployment on Google Cloud.

Certifications

Featured Projects

State-Owned Asset Maintenance Information System

State-Owned Asset Maintenance Information System

Developed a Laravel-based web system for managing 2,400+ state-owned assets in LLDIKTI Region IV, integrating real-time status, routine maintenance scheduling, and automated document generation to reduce errors and processing time.

E-Archive & Lecturer Information System

E-Archive & Lecturer Information System

Built a web-based e-archive and lecturer information system with Laravel, supporting the management and organisation of data for more than 35,000 lecturers in Banten and West Java.

Jakarta MRT Station Dashboard

Jakarta MRT Station Dashboard

Took part in Jakarta MRT station data analysis project, did a lot of cleaning and exploring the data to make sure it was solid, then built an interactive Tableau dashboard that gave useful insights to improve the user experience and support public transport development.

Aspect-based Sentiment Analysis on Indonesian Restaurant Reviews

Aspect-based Sentiment Analysis on Indonesian Restaurant Reviews

Built an Aspect-Based Sentiment Analysis (ABSA) project with a teammate, fine-tuned Hugging Face models using the SetFit-ABSA method, and trained it on Indonesian Google Maps restaurant reviews that we labeled ourselves with a custom HTML/JavaScript annotation tool.

Lokergo - Vacancy Recommendation

Lokergo - Vacancy Recommendation

Led a team project to build a website that pulls together job postings from different platforms and adds job recommendations based on user profiles. I contributed on improving the recommendation system accuracy, speeding up data scraping process, and deploys the model on Google Cloud.