🎓 Data Scientist wanna be | 💼 Head of AI at Starcore | 💬 Educator & Writer
I'm a data scientist wanna be with over 6 years of experience working in the data analytics consultant industry for bank, telco, retail, and government. Currently leading AI initiatives at Starcore, I'm passionate about building AI products (especially RAG-based systems) and delivering practical insights from data.
I’m also an educator, actively sharing knowledge about R, Python, SQL, and Machine Learning, and writing books and materials to help others grow in the data science field.
- 🌱 I’m currently writing several books using R, RStudio and bookdown or quarto package.
- Pengantar Pemrograman R untuk Statistika dan Data Science (https://bookdown.org/aepstk/intror)
- Statistika dan Sains Data dalam Bisnis (https://bookdown.org/aepstk/analisisdatabisnis)
- Visualisasi Data yang Efektif (https://bookdown.org/aepstk/visualisasiefektif/)
- Tidy Learning
- Languages: R, Python, SQL
- Data: tidyverse, tidymodels, pandas, scikit-learn
- MLOps: vetiver, FastAPI, Docker
- Visualization: ggplot2, plotly, Shiny, Quarto
- AI & NLP: Flair, spaCy, LangChain, RAG systems
- Deployment: HuggingFace, Cloud, Streamlit, On-Premise Server
- 📘 MLOps with R: Practical End-to-End Machine Learning Projects - Book on machine learning operations using R
- 📘 Tidy Learning – Book on data science and machine learning using R
- 📚 Pengantar Pemrograman R untuk Statistika dan Data Science – Book on introduction to R using RStudio
- 🌊 Flood Early Warning System (FEWS) for Bekasi City
- 🤖 Chatbot RAG for Carbon Credit regulations (on-premise solution)
- 🧠 AI Insight Platform for analytics automation
- 📧 Email: aephidayatuloh.mail@gmail.com.com
⭐️ "Learning is better when it's shared."