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Fitrengineer - Useful Knowledge Keeps Flowing

ABOUT ME

Hi, I’m Fitri Andri Astuti. I’m a freelance software engineer and data scientist who helps solve business challenges and academic research problems through technology, data, and automation. Currently, I work as a Software Engineer, Data Scientist, Statistician at the Central Bureau of Statistics of the Republic of Indonesia.

I enjoy working at the intersection of software development, data science, artificial intelligence, and geospatial analysis. My work focuses on building practical, scalable, and impactful solutions—whether it’s a web application, a machine learning model, or an automated data pipeline.

I have a strong interest in AI and machine learning, especially deep learning (CNN), computer vision, satellite imagery analysis, and workflow automation using tools like n8n. I also work with various cloud platforms, including Oracle Cloud, AWS, Alibaba Cloud, and IBM Cloud, to deploy and scale data-driven systems.

Academically, I studied at STEI, Bandung Institute of Technology (ITB), where my research interests revolved around data-driven decision making, CNN, and satellite imagery analysis. This academic background shapes the way I approach problems—structured, analytical, and research-oriented—while still grounded in real-world needs.

This website is my personal space to share knowledge, document experiences, and explore ideas in technology, data, AI, and automation. I believe that useful knowledge should keep flowing, and writing is one of my ways to contribute back.

✨ I’m open to freelance projects, research collaboration, and meaningful problem-solving work in software engineering, data science, AI, and automation.

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
• Creating an Integrated Statistics Service Queue System for BPS Karanganyar Regency with the Python Flask Framework
• Creating the SIGAPSE 2026 BPS Karanganyar System, a Mobile Information and Reporting System for Monitoring the 2026 BPS Karanganyar Economic Census Data Collection, built with the Python Flask Framework and automatic scheduling for data retrieval and deployment
• Creating The SIAGASOBAT system, a Complaint Guidance and Administration System for SOBAT MITRA BPS Karanganyar, with a partner recruitment module and Q&A feature, built using Python Flask Framework
• Creating a BPS Statistical Analyzer Project from BPS WebAPI with Vibe Coding Google AI Studio
• Creating Python Code to Automate Matchapro Google Map Geocoding into 2025 Statistical Work Area Survey SLS RT/RW
• Scraping Google Places Data Based on Matchapro Business Data
• Creating an interactive dashboard for the MatchaPro Ground Check Web update progress
• Creating an interactive and responsive dashboard for the 2025 Statistical Work Area Survey using Google Looker Studio
• Creating the CERIA web application - Centralized Interactive Space for Statistical Literacy using Streamlit Python for learning system management at BPS Karanganyar for the 2025 Statistical Work Area Survey
• Creating a Statistical Data Exploration Service System with Artificial Intelligence (XLASTIS), featuring data exploration visualizations and a chat with AI statistical agents using Ollama LLM, built with Flask Python (frontend) and FastAPI (backend)
• Working on making web frontend and backend survey data processing of SPEKTRA BPS Provinsi Jawa Tengah with Flask Python Programming and Postgres
• Create automation of coding KBLI from business names resulting from the SPEKTRA Survey of BPS Provinsi Jawa Tengah with Python Flask
• Working on making a web information system for documenting activity records of BPS Karanganyar Regency using Flask Python
• System of Flow Data Processing of Export Import Programme from OracleDB to Postgres 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
Statistics of Soppeng Regency, Soppeng, Sulawesi Selatan, Indonesia
• Create an Inter-Employee Activity Information System (SIKAP), a web system containing a matrix of statistical activities, employee performance targets (SKP), and employee performance achievements (CKP) using Codeigniter PHP Framework
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, NextJs), WordPress CMS, and Android Apps.

TEACHING EXPERIENCE

Month Year Teaching Experience
June 2026 Teaching Field Officer Training for the 2026 Economic Census, Karanganyar Regency Statistics Office
BPS Kabupaten Karanganyar
July 2025 Teaching Training for Geospatial Framework Update Officers and Wilkerstat Content Economic Census 2026
BPS Kabupaten Karanganyar
April 2025 Speaker About The Basics of Web Scraping and The Use of Machine Learning in Research
UNDIP Statistics Corner and BPS Provinsi Jawa Tengah
July 2024 Teaching Data Management Material in Functional Training Pranata Komputer Skills Category Batch 1 About Data Management
Pusat Pendidikan dan Pelatihan Badan Pusat Statistik

TRAINING AND COURSES

Month Year Training and Courses
May 2026 AI Training Generation Girl x BPS Central Java Training
Generation Girl
April 2026 National Training on Prompt AI Techniques to Support Daily Work, Writing, Analysis, and Creativity
Edukasa – PT Sumber Belajar Bersama
February 2026 National Training on Introduction and Utilization of Artificial Intelligence (AI) in the Digital Era
Edukasa – PT Sumber Belajar Bersama
February 2026 Master Python Programming The Complete Beginner to Advanced
Udemy
February 2026 Learn the Basics of Data Science
Dicoding Indonesia
February 2026 Learn Basic Structured Query Language (SQL)
Dicoding Indonesia
January 2026 Learn Cloud Basics and Gen AI on AWS
Dicoding Indonesia
January 2026 Introduction to Financial Literacy
Dicoding Indonesia
January 2026 Python for Data Analysis
Udemy
January 2026 Artificial Intelligence in Health Care
Udemy
January 2026 Learn Machine Learning for Beginners
Dicoding Indonesia
January 2026 Getting Started Programming With Python
Dicoding Indonesia
January 2026 Learn AI Basics
Dicoding Indonesia
January 2026 Beginner Back-End Learning with JavaScript
Dicoding Indonesia
January 2026 Learn JavaScript Programming Basics
Dicoding Indonesia
January 2026 Principles of Data Visualization for Official Statistics and SDG Indicators
UNSIAP
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
MathWorks
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

CERTIFICATIONS

Month Year Certifications
May 2024 ACA Big Data Certification
Alibaba Cloud Certified Associate
March 2024 ACA Cloud Computing Certification
Alibaba Cloud Certified Associate
February 2024 Pelatihan Training Of Trainer (TOT) Pranata Komputer
Pusat Pendidikan dan Pelatihan Badan Pusat Statistik

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.

Image title

Architecture of Proposed Labeling Service in GEOCS Project
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.

Image title

Antisocial Behavior Monitoring Service Architecture Design
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

ACHIEVEMENTS AND AWARDS

Year Achievements and Awards
2022 Third Place in the Sub-Detail Category of the Regional Budget Data Analysis Competition
Directorate General of Fiscal Balance, Ministry of Finance
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:    - Flask, FastAPI, Streamlit, Dash, YiiFramework, Codeigniter
 ├── Automate Tools:            - n8n, Playwright Python
 ├── Databases:                 - MongoDB, Microsoft SQL Server, Postgres, MySQL
 ├── Development Platforms:     - Docker
 ├── Cloud Provider:            - Oracle Cloud Infrastructure (OCI), IBM Cloud, Amazon Web Services (AWS), Google Cloud, Heroku
 ├── Diagram Software:          - diagrams.net
 ├── Graphic Design Software:   - Adobe Lightroom, Snapsheed, Inkscape, 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