Sam Boateng Boatengs
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pfas-water-decision-intelligence
pfas-water-decision-intelligence PublicPFAS drinking-water decision intelligence platform using EPA UCMR 5 data, engineering prioritization, utility case studies, lifecycle cost modeling, and capital-allocation optimization
Python
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llm-evaluation-framework
llm-evaluation-framework PublicResearch-grade LLM evaluation framework comparing Base Mistral 7B vs LoRA fine-tuned Medical AI — +17.8% ROUGE improvement, 65% win rate, interactive Plotly dashboard
HTML 1
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sentiment-analyzer
sentiment-analyzer PublicFine-tuned DistilBERT on 25,000 IMDb reviews — 91.19% accuracy, beats TF-IDF baseline by +1.73%, live demo on HuggingFace Spaces, trained on M3 Mac CPU
Jupyter Notebook 1
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skin-disease-classifier
skin-disease-classifier PublicEfficientNetB0 trained on HAM10000 — 74.15% accuracy across 7 skin disease classes, Grad-CAM explainability, class-weighted loss for imbalanced medical data, Google Colab T4 GPU
Jupyter Notebook 1
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sports-rag-chatbot-
sports-rag-chatbot- PublicFull-stack AI sports analytics chatbot — RAG pipeline with LangChain + ChromaDB + Llama 3.2, FastAPI backend, custom Slack-style dashboard with dark/light mode, zero API cost
Jupyter Notebook 1
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