Selected work

Projects

A selection of things I've built — research, models, and code.

Forecasting & Optimization for Steel Production Planning

Researched and developed a hybrid ES-RNN, XGBoost, SARIMAX, and Croston forecasting framework integrated with MILP-based optimization for steel production planning.

ForecastingMILPXGBoostSARIMAXPython

Reinforcement Learning for 2D Bin Packing

Researched and implemented a Double DQN model in PyTorch to solve the 2D bin packing problem.

Reinforcement LearningPyTorchPython

LLM-Driven RPG

Developed an LLM-driven RPG integrating GPT-based narrative generation, dynamic combat logic, and multi-agent coordination mechanisms.

Prompt EngineeringLLMMulti-Agent Systems

2D Platformer Game Engine

Developed a 2D platformer using object-oriented design principles with a custom level editor and collision detection system.

JavaOOPGame Development