Skills / what I use
Tools I work with, by job. Grouped by the part of a project they belong to: modeling, data movement, and the app around it.
SKILLS Focus Data and ML first, with the app around it. Most of my public repos start with a model or a dataset and end with something people can open: an API, a dashboard, or a mobile app.
Public repos 13 projects
Main language Python
Delivery API, dashboard, Docker
How I deliver 4 groups Build and ship Data and dashboards R RechartsDocs and design D DESIGN.mdP Premiere ProA After Effects
Capability index 7 areas
Machine Learning & Modeling 12 Regresi, klasifikasi, dan penjelasan model, dilacak dari notebook sampai model tersimpan.
Python scikit-learn pandas NumPy PyTorch SHAP MLflow joblib ONNX Runtime Matplotlib TensorFlow Optuna S SHAPj joblibM MatplotlibO OptunaS SHAPj joblibM MatplotlibO OptunaS SHAPj joblibM MatplotlibO Optuna
NLP & Text Analytics 9 Analisis sentimen, pemrosesan teks Bahasa Indonesia, dan aplikasi berbasis LLM.
Hugging Face Transformers PyTorch NLTK Sastrawi spaCy TF-IDF WordCloud Groq API OpenAI API N NLTKS SastrawiT TF-IDFW WordCloudG Groq APIO OpenAI APIN NLTKS SastrawiT TF-IDFW WordCloudG Groq APIO OpenAI APIN NLTKS SastrawiT TF-IDFW WordCloudG Groq APIO OpenAI APIN NLTKS SastrawiT TF-IDFW WordCloudG Groq APIO OpenAI APIN NLTKS SastrawiT TF-IDFW WordCloudG Groq APIO OpenAI API
Computer Vision & Similarity Search 8 Verifikasi keaslian gambar, pencarian visual berbasis vektor, dan kontrol lewat gestur.
OpenCV ImageHash Pillow torchvision Albumentations ONNX Runtime pgvector MediaPipe I ImageHashP PillowA AlbumentationsI ImageHashP PillowA AlbumentationsI ImageHashP PillowA AlbumentationsI ImageHashP PillowA AlbumentationsI ImageHashP PillowA Albumentations
Backend, API & Database 11 REST API untuk model dan aplikasi, dengan migrasi skema dan autentikasi.
FastAPI Flask Django REST Laravel PostgreSQL SQLAlchemy Alembic Supabase Pydantic JWT Auth MySQL A AlembicJ JWT AuthA AlembicJ JWT AuthA AlembicJ JWT AuthA AlembicJ JWT AuthA AlembicJ JWT Auth
Data Engineering & MLOps 11 Pipeline data, kontainer, dan deploy. Bagian big data berasal dari praktikum kampus.
Docker Docker Compose MLflow Git & GitHub Railway Vercel Hadoop Hive Spark Airflow Pentaho P PentahoP PentahoP PentahoP PentahoP Pentaho
Web & Mobile Apps 13 Antarmuka untuk hasil model: dashboard, peta, aplikasi web, dan aplikasi mobile.
Next.js React Vite TypeScript Tailwind CSS Recharts Chart.js Leaflet Radix UI Framer Motion Streamlit Flutter Figma R RechartsR RechartsR Recharts
Video & Motion 2 Penyuntingan video dan motion graphics untuk konten dan materi presentasi.
Adobe Premiere Pro Adobe After Effects A Adobe Premiere ProA Adobe After Effects
