Data Science & Economics at UW Madison
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MLB-Analytics-and-Forecasting-App
MLB-Analytics-and-Forecasting-App PublicWebapp/Mobile webapp ingesting live historical MLB data to model and forecast metrics. Temporary Streamlit up:
Python 2
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Language-Model-Hallucination-Detection-via-Entropy-Divergence
Language-Model-Hallucination-Detection-via-Entropy-Divergence PublicLLM hallucination detection using Shannon entropy divergence and self-referencing uncertainty quantification
Python 1
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Fine-Tuned-SEC-Filing-Extraction-Pipeline
Fine-Tuned-SEC-Filing-Extraction-Pipeline PublicQLoRA fine-tuned Llama 3.1 8B for structured extraction from SEC EDGAR filings — financial NLP, chunking, and document understanding.
Python
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Transformer-Aspect-Based-Sentiment-Analysis
Transformer-Aspect-Based-Sentiment-Analysis PublicFine-grained transformer ABSA with financial and clinical domain adaptation
Python 1
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Satellite-Environmental-Health-Explorer
Satellite-Environmental-Health-Explorer PublicGIS Screening with Google GGE for Environmental Health Analysis
Python
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Worker-Safety-PPE-Detection-Model
Worker-Safety-PPE-Detection-Model PublicUsing Roboflow, Fine Tuned model presentation on CV
Python
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