ericphann
Aspiring data scientist. Video game and language learning enthusiast!
Bank of America / UNC CharlotteCharlotte, NC
Pinned Repositories
AgenticRAG-CharlotteEatz
An agentic retrieval augmented generated (RAG) application to help foodies in Charlotte satisfy their culinary cravings.
calmcode
a collection of notebooks for calmcode.io lessons (and more)
eCFR-title12_NER
Fine-tuned NER models for banking and regulation texts, trained on eCFR Title 12 using manual and few-shot (GPT 3.5 v3) annotations.
ericphann
personal repo
recipe-relevancy-classifier
Binary classification models to determine recipe relevancy trained using manually labelled Reddit comments from r/Cooking.
search-for-movie-plots
Baseline models for searching for movie plots from Wikipedia articles. Techniques include BM25 (lexical search), bi/cross-encoding (semantic search), and retrieval-augmented generation (RAG) using Mistal 7B through Fireworks.ai.
streamlit-demo
A sample Streamlit app using superstore data.
tile-tunes
A musical twist on the classic tile-matching game.
voice-sentiment-analysis
Experiment analyzing various approaches to voice sentiment analysis.
ITCS4230-Projects
Game projects for 4230
ericphann's Repositories
ericphann/recipe-relevancy-classifier
Binary classification models to determine recipe relevancy trained using manually labelled Reddit comments from r/Cooking.
ericphann/tile-tunes
A musical twist on the classic tile-matching game.
ericphann/calmcode
a collection of notebooks for calmcode.io lessons (and more)
ericphann/eCFR-title12_NER
Fine-tuned NER models for banking and regulation texts, trained on eCFR Title 12 using manual and few-shot (GPT 3.5 v3) annotations.
ericphann/ericphann
personal repo
ericphann/search-for-movie-plots
Baseline models for searching for movie plots from Wikipedia articles. Techniques include BM25 (lexical search), bi/cross-encoding (semantic search), and retrieval-augmented generation (RAG) using Mistal 7B through Fireworks.ai.
ericphann/streamlit-demo
A sample Streamlit app using superstore data.
ericphann/voice-sentiment-analysis
Experiment analyzing various approaches to voice sentiment analysis.