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ABOUT ME¶

Hi, I'm Fitri Andri Astuti.

Currently, I work as a Software Engineer, Data Scientist, Statistician at the Central Bureau of Statistics of the Republic of Indonesia. I obtained my Master of Engineering degree from the Bandung Institute of Technology, Indonesia. While working on my thesis in my master's degree, I was guided by Mr. I Gusti Bagus Baskara Nugraha, S.T., M.T., Ph.D.

I have always wanted to have my own web blog to write about my experiences exploring the world of technology. This website is one of the things that I want to realize as one of my dreams to be able to share knowledge, because useful knowledge keeps flowing.

RESEARCH¶

Labeling Service for Satellite Imagery Data¶

For make a good dataset in satellite Imagery data labeling needs correction and collaboration between users. A good dataset will produce a good model. Therefore, in this study, we present the software architecture of data labeling services. The architecture of the proposed data labeling service can be seen in figure bellow.

Year	Papers
`2022`	A Low-Cost Labeling Service for Satellite Imagery Data 2022 International Conference on Information Technology Systems and Innovation (ICITSI).

Antisocial Behavior Monitoring Services¶

The method or design used to develop a monitoring service for the multi-class classification of Twitter Indonesia's public antisocial behavior using machine learning. The steps taken at each stage in the proposed method can be seen in figure bellow.

Year	Papers
`2021`	Antisocial Behavior Monitoring Services of Indonesian Public Twitter Using Machine Learning Proceedings of 2021 International Conference on Data Science and Official Statistics (ICDSOS)

PUBLICATION¶

Peer-Reviewed International Conference¶

Year	Research
`2022`	A Low-Cost Labeling Service for Satellite Imagery Data 2022 International Conference on Information Technology Systems and Innovation (ICITSI).
`2021`	Antisocial Behavior Monitoring Services of Indonesian Public Twitter Using Machine Learning Proceedings of 2021 International Conference on Data Science and Official Statistics (ICDSOS)

Domestic Journal¶

Year	Research
`2021`	Pemanfaatan Teknologi Artificial Intelligence untuk Penguatan Kesehatan dan Pemulihan Ekonomi Nasional Jurnal Sistem Cerdas

International Seminar¶

Year	Research
`2020`	Harnessing Social Media Data to Measuring Mental Health Statistics Asia-Pacific Economic Statistics Week (APES) 2020
`2019`	Enhancement of Changes in Inventories Estimation Asia-Pacific Economic Statistics Week (APES) 2019
`2018`	Utilizing Google Places API in Enhancement of NPISH Directory Asia-Pacific Economic Statistics Week (APES) 2018

ON GOING PROJECT¶

Gross Fixed Capital Formation's Survey BPS 2023
Special Survey for the Study of Compilation of Inventory Changes 2023

EXPERIENCE¶

EDUCATION¶

Year	Education
`2020-2022`	M.T. (Master of Engineering) in Electrical Engineering – Information Technology Services, Institut Teknologi Bandung, Indonesia Thesis Topic: Collaborative System Labeling and Satellite Imagery Data Processing for Estimation of Building Capital Stock
`2009–2013`	SST (Bachelor of Applied Science) in Computation of Statistics Sekolah Tinggi Ilmu Statistik (STIS), Indonesia Thesis Topic: Development of Product Search Machine Using Supervised Machine Learning Method and Time Series Analysis

WORK AND PROJECT EXPERIENCE¶

Year	Work Experience
`2016-Now`	Software Engineer, Data Scientist, and Statistician Badan Pusat Statistik Division of National Accounts Jakarta, Indonesia
`2014–2016`	Regional Accounts and Statistical Analysis Staff Soppeng, Sulawesi Selatan, Indonesia
`2013–Now`	Freelance Programmer Working on various freelance software development projects in the form of websites with Python (Flask, FastAPI, Dash, Streamlit), Websites with PHP (YiiFramework, Codeigniter), JavaScript (NodeJs), and Android Apps.

TRAINING AND COURSES¶

Month Year	Training and Courses
`October 2021`	Learn Git Basics with GitHub Dicoding Indonesia
`April 2021`	Machine Learning with MATLAB MathWorksk
`November 2020`	Learn Machine Learning for Beginners Dicoding Indonesia
`September 2020`	Introduction to Cloud IBM Developer Skills Network
`July 2020`	Getting Started Programming With Python Dicoding Indonesia
`July 2020`	Learn Basic Data Visualization Dicoding Indonesia

ACHIEVEMENTS AND AWARDS¶

Year	Achievements and Awards
`2022`	Third Winner APBD (Group) Ministry of Finance's 2022 APBD data analysis contest
`2020`	Scholarship for Master Degree: BPS Postgraduate Scholarship APBN BPS
`2020`	Presenter at 2020 Asia-Pacific Economic Statistics Week (Online) The United Nations Economic and Social Commission for Asia and Pacific (ESCAP)
`2012`	Second Winner Lumia Apps Olimpiad Category API Bolalob (Group) Nokia Developer

TECHNICAL SKILLS¶

Technical Skills
 ├── Programming Languages:     - Python, JavaScript, PHP, Java, R
 ├── Programming Frameworks:    - FastAPI, Flask, Streamlit, Dash, TensorFlow, PyTorch, YiiFramework, Codeigniter
 ├── Databases:                 - MongoDB, Microsoft SQL Server, Postgres, MySQL
 ├── Development Platforms:     - Docker, Kubernetes
 ├── Cloud Provider:            - Oracle Cloud Infrastructure (OCI), IBM Cloud, Amazon Web Services (AWS), Google Cloud, Heroku
 ├── Diagram Software:          - diagrams.net
 ├── Graphic Design Software:   - Gravit Designer, Illustrator, Photoshop, CorelDRAW
 ├── Video Editing Software:    - iMovie, HitFilm Express, After Effect
 ├── Data Processing:           - QGIS, Mathlab, SPSS, Microsoft Excel
 └── Document Preparation:      - Microsoft Office, LaTex

CURRICULUM VITAE¶

CV Fitri Andri Astuti

Authors¶

Created by Fitri Andri Astuti