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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¶
- Statistical Data Exploration BPS Karanganyar Regency 2025
- Web frontend and backend survey data processing of SPEKTRA BPS, Central Java Province
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 |
|---|---|
2024-Now |
Software Engineer, Data Scientist, and Statistician Badan Pusat Statistik of Karanganyar Regency Central Java, Indonesia • Working on making web frontend and backend survey data processing of SPEKTRA BPS Provinsi Jawa Tengah • Create automation of coding kbli from business names resulting from the SPEKTRA Survey of BPS Provinsi Jawa Tengah • Working on making web information system for documenting activity records of BPS Karanganyar Regency • System of Flow Data Processing of Export Import Programme from OracleDB to Postgress with AirFlow using Python Language (from Dec 2024 – Now) |
2023-2024 |
Software Engineer, Data Scientist, and Statistician Badan Pusat Statistik Division of Statistical Information System Jakarta, Indonesia • Working on making web survey data processing of Disagregation of GFCF (PMTB 2023) • System of Flow Data Processing of Export Import Programme from OracleDB to Postgress with AirFlow using Python Language (Jan 2024 – Nov 2024) • Working on making web survey data processing of National Transfer Account (NTA 2024) |
2016-2023 |
Software Engineer, Data Scientist, and Statistician Badan Pusat Statistik Division of National Accounts Jakarta, Indonesia • Working on making web survey data processing of Disagregation of GFCF (PMTB 2016-2022) • Working on making web survey data processing of Special Survey for the Study of Compilation of Inventory Changes (SKSPPI) 2016-2023 • Working on making web survey data processing of Private Company Special Survey (SKPS) 2017-2023 |
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 2024 |
IT Security (Profesional Academy) Digital Talent Scholarship |
August 2024 |
Cloud Practitioner Essentials (Belajar Dasar AWS Cloud) Dicoding Indonesia |
July 2024 |
Alibaba Big Data (Profesional Academy) Digital Talent Scholarship |
July 2024 |
Introduction to Data Analytics Simplilearn |
July 2024 |
Introduction to Data Science with Python DQLab |
March 2024 |
Alibaba Cloud Computing (Profesional Academy) Digital Talent Scholarship |
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¶
Authors¶
Created by Fitri Andri Astuti