- Vancouver, Canada
- in/dennis-darko
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Ads-Recommendation-System-for-E-Commerce
Ads-Recommendation-System-for-E-Commerce PublicA recommendation system developed using Google Cloud Vertex AI and user behavior data, increasing click-through rates by 35%. Optimized real-time data processing with BigQuery to boost user engagem…
Jupyter Notebook 3
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public-policy-categorization
public-policy-categorization PublicAn NLP-based model for categorizing and recommending public policies based on user demographics and preferences, with an automated policy recommendation system using a Flask API.
Jupyter Notebook 1
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agnews-classifier-microservice
agnews-classifier-microservice PublicA microservice that classifies news articles into predefined categories using a machine learning model trained on the AG News dataset. The service is deployed on Google Cloud Run and containerized …
Python
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Insurance-Claim-Prediction-using-Google-Kubernetes-Engine-GKE-
Insurance-Claim-Prediction-using-Google-Kubernetes-Engine-GKE- PublicEnd-to-end machine learning pipeline for predicting insurance claims, deployed on Google Kubernetes Engine (GKE) using Flask, Docker, and PyCaret.
Jupyter Notebook
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loan-approval-prediction-analysis
loan-approval-prediction-analysis PublicThis project analyzes loan approval prediction using machine learning models, including Logistic Regression, SVM, Decision Tree, Random Forest, and Gradient Boosting. Preprocessing includes handlin…
Jupyter Notebook
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turbofan-predictive-maintenance
turbofan-predictive-maintenance PublicA machine learning project for predictive maintenance of turbofan engines, featuring a Flask web application with visualizations, model predictions, and deployment via Docker. Includes datasets FD0…
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