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1. wine-llmops wine-llmops Public

   Developed an end-to-end LLM sommelier chatbot that uses Microsoft Azure Open AI, LangChain, and the RAG method for wine recommendations. Powered by FastAPI and Streamlit. CI/CD with GitHub Actions

   Python 6 3

2. lung-nodule-classifier lung-nodule-classifier Public

   This repository is dedicated to developing an end-to-end deep learning solution for the identification and classification of lung nodules using Convolutional Neural Networks (CNNs). It aims to dist…

   Jupyter Notebook 2

3. Causal-Discount-Optimization Causal-Discount-Optimization Public

   Refine the discount strategy of an e-commerce business through causal analysis.

   Jupyter Notebook 1

4. sentiment-service sentiment-service Public

   This project implements a sentiment analysis service for movie reviews. It demonstrates the deployment of a machine learning model as both a Function-as-a-Service (FaaS) using AWS Lambda and as a c…

   Python 1

5. Bayesian-Networks Bayesian-Networks Public

   Replicating Sachs et al.’s (2005) “Causal Protein-Signaling Networks Derived from Multiparame- ter Single-Cell Data” using Bayesian networks (BN).

   HTML 1

6. asset-backed-security-modelling asset-backed-security-modelling Public

   A case study in Asset-Backed Security modeling. Implemented abs with waterfall mechanism that calculates the cash-flows at each period. Valued ABS with Monte Carlo simulation.

   Python 7