Open source
RAG Summarizer
A retrieval-augmented system that condenses long research documents into readable, structured summaries with references.
RAG
Retrieval
Python
LLM Ops
Selected work
AI products and research built with a calm, structured approach.
From retrieval pipelines to human-centered UIs, I like shipping tools that feel approachable while keeping technical depth intact.
Themes
RAG, analytics, and care-tech
Exploring how AI systems deliver value through clarity, speed, and trust.
Projects
Featured deliveries
Medical education
Meridien
A medical report reader for educational use that parses PDF medical reports, integrates Apple Watch exports, captures chronic illness histories, and answers patient questions about recent events. It holistically analyzes this data and provides planned suggestions to help patients understand their information.
Healthcare
PDF Parsing
Time-series
Research topic
ANN vs. CNN: Feature Engineering vs. Deep Learning for Automated Coin Grading
A comparative study on the Saint-Gaudens Double Eagle gold coin, evaluating classic feature engineering + ANN baselines versus end-to-end CNNs for automated grading, with an emphasis on generalization and practical deployment tradeoffs.
Computer Vision
ANN/CNN
Feature Engineering
Disclaimer: Meridien is for educational purposes only and does not provide medical advice. Always consult a qualified healthcare professional.