<aside> 🌟

Computational Data Analytics + Geospatial Data Science + Airspace Control Operations

</aside>

Welcome to my online repository. This site can be reached via https://tinyurl.com/sgbaik or https://sgbaik.notion.site.

<aside> 📎

Newest Business Resume (01/22/26)

English:

SG Baik Resume 260117

Korean:

SG Baik Resume 260117 K

</aside>

1. Capabilities

Python Programming Fundamentals

Fundamentals: Vanilla Python

Fundamentals: String Manipulation & Conditional Probability with Pandas

Fundamentals: Data Cleaning with Pandas

Simulation Tools & Package Development

Evaluating the Energy Savings of Truck-Drone Hybrid Last-Mile Delivery in Arbitrary Cities

Drone Delivery Energy Savings Simulator

Master’s Capstone: Energy Demand and Power Bill Simulator for Curbside EV Charging Stations

ML/AI Fundamentals

Machine Learning: Multi-category Classifier with SMOTE & Bagging (Ensemble Decision Trees)

Artificial Intelligence: 4x4 TicTacToe with Monte Carlo Tree Search (MCTS)

Artificial Intelligence: Training a Convolutional Neural Network (CNN) for Computer Vision with Transfer Learning

Applied ML/AI for Urban Planning