# matching projects — click through for the full write-up
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~/projects/lunara
October 2025 - Present
Lunara
AI-powered triage system for healthcare, winning 1st place at Rutgers HealthHack 2025. Currently working with Rutgers on a completer program to bring to production.
Voice-first AI learning platform that turns uploaded material or any topic into a personalized roadmap with guided lessons, practice, assessments, and progress tracking.
Local AI assistant for Obsidian that answers from your notes with BM25 search. Runs on localhost with multi-tab sessions and swap-in backends like Claude Code or Codex.
Develops and evaluates persona-consistent LLMs grounded in Hamlet and Macbeth via LoRA fine-tuning, RAG, and a FastAPI + React demo for single-character and multi-model dialogues.
Decision-support dashboard for a poultry farm client that analyzes litter survey data to highlight what drives performance and flag farms at risk of underperformance.
AI-based system using computer vision to accurately count chicks in poultry farms, improving standard industry efficiencies and reducing manual labor. Patent consideration.
# Prefer grounded retrieval and editable outputs over black-box chat. Keep humans in the loop for high-stakes domains (healthcare, education, farm decisions), and favor local or inspectable pipelines when the data should not leave the machine.
# which --all $TOOLS — the parts of the arsenal this topic leans on
Python
PyTorch
TensorFlow
HuggingFace
LangChain
OpenAI API
Google Gemini
Scikit-Learn