Projects & Challenges
Select a section below. Use More details on any card for the full write-up.
Shipped platforms and coursework — live demos, Colab notebooks, and full write-ups.
Live in production
Weather Explorer
Full-stack weather app — live forecasts, Firestore CRUD, maps, Claude travel tips, YouTube videos, and multi-format export.
Live in production
ArrivAI
AI-powered migrant economic integration for South Korea — IRS scoring, 3D map, real jobs, and Claude assistant.
Completed
PEFT Dialogue Summarization
Fine-tune dialogue summarization with PEFT/LoRA, then refine with a toxicity reward model and PPO (RLHF).
Live in production
MGM Assist
Smart civic intelligence platform — four dashboards + Claude assistant for Montgomery, Alabama.
Completed
DQN Lunar Lander
Deep Q-Network agent trained from scratch to safely land a spacecraft using reinforcement learning.
Completed
FaceNet Face Recognition
Face verification and recognition with triplet loss, 128-d embeddings, and a scalable folder-based face database.
Completed
Music Generation LSTM
AI jazz composer — LSTM neural network trained on Pat Metheny solos to generate original melodies.
Completed
Trigger Word Detection
“Hey Siri”–style speech trigger — GRU network detects the word “activate” in audio and plays a chime.
Completed
AI Chatbot
Ask questions and get instant answers in a conversational chat interface.