ID.

02 / Toolkit

The tools behind the work.

A practical toolkit spanning programming, machine learning, cloud deployment, and data storytelling.

01

Languages

Python, SQL, JavaScript, PHP, HTML / CSS

02

ML & AI

scikit-learn, XGBoost, PyTorch, NLTK, Transformers, GridSearchCV

03

Cloud & deploy

AWS Lambda, API Gateway, DynamoDB, S3, Flask, Streamlit

04

Data & analytics

Pandas, Power BI, Excel, SQLite, Matplotlib, Plotly