Hi, I'm Fattah Pradipta
Fattah Pradipta Kumara, S.Stat.
Statistics graduate and researcher who turns complex data into reliable, actionable insight. Experienced in Official Statistics, Data Science, Machine Learning, and Artificial Intelligence, from automated data pipelines to AI-powered applications across economics, health, policy, and cybersecurity.
Work Experience
Professional journey across data science, research, mentoring, and leadership in diverse sectors.
Professional
Research Assistant
- Delivered 10 concurrent initiatives across statistical review, data quality assurance, UAT, and application development for statistics reported to BIS, IMF, and BPS (Statistics Indonesia); reviewed the SPIP publication tables (34 tables, 1,084 indicators) against CPMI-BIS Red Book Statistics and 80 central banks, resulting in 6 recommendations
- Built the LBUT WebApp (LBUT = Laporan Bulanan Bank Umum Terintegrasi, Integrated Monthly Commercial Bank Report) automating Locational Banking Statistics reporting to BIS: 50 SQL queries on Cloudera Impala, GESMES/TS & SDMX-EDI output, and five-layer automated QA, cutting the manual workflow by nearly 90%
- Led root-cause analysis in the UAT of the LBS data cube on IBM EDW (Enterprise Data Warehouse), rebuilding a seven-layer counterparty-country rule hierarchy and fixing two Retained Earnings errors; the cube became the primary BIS source and the Q2-2026 submission reconciled 192,234 checks with zero mismatches
- Built a WebApp delivering monthly APMK and e-money data to BPS (3-4 working days cut to under 2 minutes) and one-click Excel VBA compilers with built-in QA for the SSKI, SPIP, and SEKI publications
Mentor - Tenaga Kerja Mandiri Pemula (TKMP)
- Mentored 15 young entrepreneurs across 15 sub-districts
- Facilitated product innovation and gap analyses
- Developed data-driven marketing strategies
- Trained participants on Business Model Canvas (BMC)
Freelance Data Scientist
- Led end-to-end analysis of 6,611 respondents survey data
- Implemented topic modeling with LLMs (Llama, Qwen)
- Applied sentiment classification and embedding visualization
- Developed interactive dashboards in Streamlit and Power BI
Intern Research Assistant
- Applied Big Data Analytics for regional economic development
- Designed web scraping and sentiment analysis system for tourism
- Conducted panel data regression analysis on GDP impact
- Delivered sentiment analysis for Regional Economic Report (RER)
Field Data Analyst & Enumerator
- Executed large-scale survey covering 8,000-10,000 respondents
- Designed questionnaires for political satisfaction evaluation
- Performed data validation and stratified aggregation
- Applied clustering to segment voter attitudes
Organization
Minister Coordinator
- Coordinated and evaluated Ministry of Cabinet Secretariat, Finance, and Organizational Development
- Managed and developed Cabinet Resources together with President and Vice President
Chairman Committee
- Successfully organized SSF for two consecutive years - national-level statistics competition
- Led a team of 20 organizers coordinating activities across 15 departments
Academic & Achievement Staff
- Organized 10+ workshops and seminars enhancing statistical knowledge
- Empowered 300+ students with advanced statistical skills
Education
Rigorous academic foundation in statistics with specialization in machine learning and data science applications.
Bachelor of Science in Statistics (S.Stat)
Universitas Sebelas Maret (UNS)
2021 - 2025
Undergraduate Thesis
Early Warning System for Financial Crises in Indonesia using Long Short-Term Memory (LSTM) Networks
Key Coursework
Skills Developed
Achievements & Awards
Recognition in national competitions and the Merdeka Belajar Kampus Merdeka program, in data science and AI.
National Data Science Tournament 2024
NutriGO: Smart Application for Nutrition Tracking via Food Photo Images on WhatsApp
Organized by:
LSP Data Indonesia & Asosiasi Data Sains dan AI Indonesia, Kementerian Kesehatan Republik Indonesia, Rumah Sakit Universitas Indonesia, Kalbe Digital Lab, Google, CompTIA, PASAS Institute, karier.mu, Cybertrend, Katadata, Databoks
National Data Science Tournament 2023
Intrusion Detection System with Deep Learning for Government Super App
Organized by:
Data Academy & Asosiasi Data Sains dan AI Indonesia
Jakarta State University Competition 2023
Privacy and Security Data: Protecting Generation Z's Digital Identity
Organized by:
Universitas Negeri Jakarta
Merdeka Belajar Kampus Merdeka 2024
Bank Indonesia KPw DI Yogyakarta (Jul - Dec 2024): Big Data Analytics for regional economic development, web scraping and sentiment analysis for the tourism sector, panel data regression on GDP impact, and sentiment analysis for the Regional Economic Report (RER)
Organized by:
Kampus Merdeka - Bank Indonesia Internship Program
Certifications & Courses
Technical Skills
Comprehensive expertise spanning the entire Data Science and AI ecosystem, from statistical analysis to cutting-edge LLMs and production ML systems.
Areas of Expertise
Official Statistics & International Reporting
Statistical compilation, validation, and reporting to international bodies (BIS, IMF)
Core Data Science
End-to-end data science pipeline expertise
Machine Learning
Classical ML algorithms and advanced techniques
Deep Learning & Neural Networks
Advanced neural network architectures
LLM & Generative AI
Large Language Models and AI agents
NLP & Text Analytics
Natural Language Processing expertise
Computer Vision
Image and video analysis
Data Engineering
Building robust data pipelines
MLOps & Deployment
Production-ready ML systems
Data Visualization & BI
Transforming data into insights
Statistical Analysis
Rigorous statistical methods
GIS & Spatial Analysis
Geospatial data expertise
Software Engineering
Clean code and best practices
Technologies & Tools
Featured Projects
Explore my portfolio of AI-powered applications, machine learning models, and data science solutions that solve real-world problems.
NutriGO - Smart Nutrition Tracking
Award-winning smart application for personalized nutrition tracking via food photo images on WhatsApp
Intrusion Detection System
Advanced IDS for Indonesian Government Super App using Deep Learning
Financial Crisis Early Warning System
LSTM-based Early Warning System for predicting financial crises in Indonesia
RASANA - Virtual Assistant Mobile JKN
AI-powered inclusive Virtual Assistant for BPJS Kesehatan Mobile JKN app
Auto Sentimen Analysis
Automated sentiment analysis system with AI-powered scraping and analysis
Meet Assistant - AI Meeting Companion
Invisible AI desktop assistant for real-time meeting support
Let's Connect
I'm always open to discussing new opportunities, collaborations, or just having a conversation about data science and AI.
fattahpradipta.k@gmail.com
fattahpradiptak
GitHub
FattahPradiptaK
+62 851 5544 0903
Jaten, Karanganyar, Jawa Tengah, Indonesia