Work Experience
Professional journey across data science, research, mentoring, and leadership in diverse sectors.
Professional
Research Assistant
Bank Indonesia - Statistics Department (Financial & Payment System Statistics Division)
2026
Jakarta
- 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)
Kementerian Ketenagakerjaan RI
2025
Gresik, Jawa Timur
- 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
Yayasan Solo Peduli Ummat
2025
Solo, Jawa Tengah
- 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
Bank Indonesia KPw DI Yogyakarta
Jul - Dec 2024
Yogyakarta
- 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
Political Consulting Project
2023
Jawa Tengah (5 Kota)
- 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
Coordinating Ministry of Cabinet Management (BEM FMIPA UNS)
2024
Surakarta, Jawa Tengah
- Coordinated and evaluated Ministry of Cabinet Secretariat, Finance, and Organizational Development
- Managed and developed Cabinet Resources together with President and Vice President
Chairman Committee
Sebelas Maret Statistics Fair (SSF UNS)
2022 - 2024
Surakarta, Jawa Tengah
- 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
HIMASTA UNS (Statistics Student Association)
2022
Surakarta, Jawa Tengah
- 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
3.62
GPA out of 4
91%
Undergraduate Thesis
Early Warning System for Financial Crises in Indonesia using Long Short-Term Memory (LSTM) Networks
Perfect signal window of 24 months for crisis prediction
Employed 16 multivariate macroeconomic indicators
Implemented Kaminsky's Exchange Market Pressure (EMP) Index
PyTorch-based modeling with Backpropagation Through Time (BPTT)
Hyperparameter tuning optimization via Optuna
K-Fold cross-validation for model robustness
Key Coursework
Statistical Inference & Probability Theory
Multivariate Statistical Analysis
Time Series Analysis & Forecasting
Econometrics & Panel Data Analysis
Machine Learning & Data Mining
Survey Sampling & Design
Nonparametric Statistics
Geographic Information Systems (GIS)
Skills Developed
📊Statistical Analysis
🤖Machine Learning
🧠Deep Learning
📈Data Visualization
🔬Research Methods
📝Scientific Writing