Welcome to my portfolio
Master's Candidate in Computer Science at Universitas Gadjah Mada with a Statistics background, focused on NLP, machine learning, dashboards, and interpretable data products.
My work sits at the intersection of Statistics, Computer Science, and applied analytics. I enjoy turning unstructured text, public datasets, and complex signals into models, dashboards, and explanations that people can actually use.
I have worked across NLP topic modeling, education analytics, disaster-risk dashboards, interpretable deep learning, student-risk prediction, and analytics mentoring. My recent international experiences include ASEAN student mobility, cross-cultural workshop facilitation, academic visits, and project assessment for multi-university learning programs.
NowCurrent Focus
Strengthening AI engineering, deep learning, and applied NLP workflows through graduate study and national AI talent programs.
Applied data products around interpretable AI, dashboards, education analytics, text mining, and disaster-risk analysis.
Growing international exposure through ASEAN mobility, academic exchange, cross-cultural facilitation, and project assessment roles.
02Selected Projects
01
Developed an interpretable FTIR-based microplastic classification framework by combining convolutional neural networks with SHAP explanations, connecting high-performance prediction with chemical interpretability.
02
Built an intelligent two-stage ensemble approach for early detection and intervention of at-risk students, presented at ICETT 2026 in Seoul.
Applied Latent Dirichlet Allocation to Indonesian online news titles to uncover topic structures and trends in large-scale text data.
04
Created a web-based classification and dashboard project for potential earthquake regions in Central Sulawesi, supporting disaster-risk analysis through accessible visual analytics.
05
Developed a Tableau-based dashboard to monitor dengue fever trends across Central Sulawesi districts, visualizing multi-year health data to support public-health analysis.
03Experience
Focus on AI, NLP, and data-driven systems for social and practical impact.
Selected as a participant in a national AI talent development program focused on advancing AI capabilities in Indonesia. View AI Talent Indonesia ↗
Assessed project outcomes and final presentations for DIKE UGM's online course "AI and Robotics in Society 5.0," providing structured evaluation and feedback across student projects from multiple universities.
Completed a nine-day international mobility program across Yogyakarta and Malaysia, combining cultural exchange, cybersecurity workshop facilitation, academic visits to UKM and UiTM, TechBridge 2025, and an industry visit to JurisTech focused on fintech and legal compliance. Read LinkedIn post ↗
Developed structured materials and guided learners in quantitative reasoning, logical analysis, and problem decomposition.
Mentored learners in Python, R, SQL, data manipulation, dashboards, and basic machine-learning projects.
Developed a Tableau-based dashboard associated with Tadulako University to monitor dengue trends across districts and visualize multi-year public-health data. View Tableau dashboard ↗
Supported data cleaning, validation, descriptive statistics, tabulation, and socioeconomic reporting.
04Community Leadership
Built a learning community to help students and job seekers improve English and prepare for TOEFL, mentoring 50+ members across varied English proficiency levels.
Established a beginner-friendly data science community focused on Python, machine learning, and data analytics through offline discussions, collaborative projects, and peer mentoring.
05Recognition
Silver Medal at IJMCSII 2022, Bronze Medal at IYS 2026 Essay Competition, Faculty-level 2nd Most Outstanding Student, Best Presenter, Beasiswa Unggulan Recipient.
Works include COVID-19 polynomial regression, Detikcom topic modeling, earthquake region classification, and CNN-SHAP microplastic characterization.
Data Science Fresh Graduate Academy, AI Engineer AITF, and Deep Learning AITF through Digital Talent Academy.
06Contact
Open to collaborations in data analytics, NLP, machine learning, dashboard development, and applied research projects.
Sleman, Yogyakarta, Indonesia