Projects
Here are some of my machine learning and deep learning projects.
MacroForge Agent: AI-Powered Meal Planning
A multi-agent system built with Google Agent Development Kit (ADK) and Gemini 2.5 that helps bodybuilders and fitness enthusiasts optimize their nutrition. The system features four specialized agents that work together to create macro-targeted recipes, calculate precise nutritional values, suggest ingredient substitutions, and generate organized shopping lists with meal prep guidance.
Technologies: Google ADK, Gemini 2.5 Flash Lite, Python, Multi-Agent Systems
YouShen: Limerick Poetry Generation with GPT-2
A deep learning project from CMU's Introduction to Deep Learning (11-785) course that generates limericks—five-line poems with AABBA rhyme structure. Fine-tuned GPT-2 117M on a corpus of ~90,000 limericks, achieving coherent and creative outputs. The project includes custom evaluation metrics for rhyming quality and an interactive web interface for human evaluation.
Technologies: GPT-2, PyTorch, NVIDIA Tesla V100, Natural Language Generation