Mathematics graduate from Institut Teknologi Sepuluh Nopember (ITS), class of 2026. Most of my work sits in the unglamorous parts of machine learning: cleaning messy data, scraping sources that have no API, and building pipelines that catch their own drift and retrain before anyone has to notice. On quieter days I build small games in Godot.
If you want to talk data, scraping or MLOps, reach me at aliefrandiansyahp@gmail.com.
| Project | What it does |
|---|---|
| QUACKO | QA suite for an OCR receipt reader: Flask plus Tesseract service covered by pytest and Playwright suites (API contract, degradation, regression, UI), CI on every PR and push, reports on an evidence site |
| Lights-vs-Numbers | Data analysis, Indonesia GDP vs independent signals: official BPS GDP (42-quarter sourced dataset) against PortWatch shipping, search trends and night lights. Annotated Plotly charts, Streamlit dashboard plus static mirror (live demo), CI green |
| Self-Retraining-Model-Platform | MLOps loop where drift detection triggers automatic retraining: conditional promotion, zero-redeploy serving. Argo, MLflow, DVC, Optuna on Kubernetes. Test case: house prices |
| tanya-sekolah | "Ask the school": LLM Q&A plus tuition (SPP) prediction over Indonesian school data |
| Qwen-on-Kaggle-TPU-via-zrok-and-API | Serving Qwen 27B (BF-16) on free Kaggle TPUs through zrok as an OpenAI-compatible API |
| kacasaham | Weekly Telegram digest scoring IDX stocks on trust and resilience, evidence link per claim. Sectors Hackathon 2026 |
| DAWG-ID | Macro shock vulnerability index for 38 Indonesian provinces, choropleth portal plus dataset. Top 20, Microsoft AI Impact Challenge Datathon |
| InternProject-SPP_Sekolah | Predicting school tuition fees from open-source data |
| Education data scrapers | Crawlers for Indonesian open data: Dapodikdasmen, PDDIKTI, Sekolah Kita, Verval Yayasan, LinkedIn jobs |
Languages: Python · Java · GDScript (Godot) · LaTeX
ML / Data: Machine Learning · Time Series Forecasting · Data Analysis · Web Scraping · LLMOps · OCR · pandas · Plotly · Streamlit
Infra: Docker · Kubernetes · Argo Workflows · MLflow · DVC · Optuna · GitHub Actions
- Mathematical Data Analytics Bootcamp (Matematika ITS, Sep 2026)
- Getting Started with Docker (Simplilearn, Sep 2026)
- Python for Data Science and Machine Learning Bootcamp (Udemy, Nov 2024)
- Intro to Machine Learning (Kaggle, May 2023)
- Scientific Computing with Python (freeCodeCamp, Jul 2021)
