NER Entity Recognizer
A PyTorch and Hugging Face fine-tuning project for named entity recognition — in progress.
- ML PyTorch
- ML Hugging Face
A PyTorch and Hugging Face fine-tuning project for named entity recognition — in progress.
Full-stack app (Python, TypeScript, FastAPI, Anthropic Claude API, React, Tailwind) using prompt engineering to convert unstructured clinical notes into structured summaries — patient presentation, mood assessment, diagnosis considerations, treatment and risk plans.
End-to-end pipeline (Python, FastAPI, Claude API, LightGBM, React) that pairs LLM-based structured extraction with a gradient-boosted classifier to predict dispute outcomes with confidence scoring from unstructured text or PDF evidence.
Flask application using NLTK and spaCy to score resume-job compatibility, with intelligent keyword extraction and fuzzy-matching for optimization recommendations.
Node.js · React · MongoDB
Django · PostgreSQL · AWS
React · Node · MongoDB
MEAN · Google OAuth
Canvas · vanilla JS
Java · XML/JSON/CSV
Java · XML/JSON/CSV