Open to Data & AI roles · Jakarta, Indonesia · Universitas Gunadarma
I build machine learning systems that make it to production — not just notebooks.
I'm a final-year Informatics student at Universitas Gunadarma and a Data & AI Engineer who likes the messy parts of the job: dirty data, misleading metrics, and models that still have to be explained.
My work sits between data science and engineering — cleaning and modeling data, evaluating it honestly, then shipping it as an API, dashboard, or app that non-technical people can actually use.
- Now — Data Analyst Intern at Diskominfo Depok; leading a Data Science & AI capstone team at Dicoding.
- Focus — Production ML, MLOps, real-time decisioning, RAG, and analytics dashboards.
- Education — B.Sc. Informatics, Universitas Gunadarma (7th semester).
Data & Machine Learning
LLM & Retrieval
Backend & MLOps
Analytics & Delivery
| Project | What it does | Signal |
|---|---|---|
| SiPEKA Clinical ML · Undergraduate thesis |
XGBoost + SMOTE preeclampsia risk prediction with clinical safety overrides, automatic MAP/BMI calculation, and print-ready medical reports. Live demo · Flask · Scikit-Learn |
99.34% accuracy 0.9993 AUC 85 SUS |
| Sentinel Real-time fraud decisioning |
Isolation Forest anomaly scoring, 15 explainable policy rules, alert triage, and a live SSE operations console. Live demo · FastAPI · React · Docker |
0.9801 ROC-AUC 15 policy rules Live SSE feed |
| RASA Mission-aware recommender |
Blends content, collaborative, and mission signals, then optimizes baskets against budget, category, and inventory constraints. Live demo · FastAPI · ILP · Docker |
97.5% budget feasibility 100% constraint coverage 78 ms p95 |
| SignBank Computer vision · DBS capstone |
Real-time sign-language-to-text platform that helps bank tellers communicate with Deaf customers. Live demo · TensorFlow · OpenCV · Next.js |
Real-time inference Computer vision DBS capstone |
Also building — Doc2MD (document → Markdown for LLM pipelines) · TypeHybrid (touch-typing platform with live analytics) · RAG Lite (PDF Q&A with local embeddings) · HF Sentiment API · Credit Card Segmentation
| Role | Organization | Period |
|---|---|---|
| Data Analyst Intern Tableau dashboards and statistical infographics for Depok City |
Diskominfo Depok | Sep 2026 – Present |
| Data Science & AI Capstone Lead Leading a cross-functional team building analytics and AI systems for local MSMEs |
Asah Bootcamp by Dicoding | Oct 2026 – Present |
| AI Engineer Cohort ML, deep learning, NLP, computer vision, and MLOps — capstone: SignBank |
Coding Camp powered by DBS Foundation | Feb – Jul 2026 |
| High-Performance Computing Assistant Lab support, DGX troubleshooting, and student guidance |
Universitas Gunadarma | Oct 2024 – May 2025 |
I'm open to Data & AI roles, research collaborations, and analytics work where the output has to survive contact with real users.
andikaputh1@gmail.com · LinkedIn · Portfolio
“I enjoy the messy parts: dirty data, misleading metrics, and models that still have to be explained.”